dataset
stringclasses 6
values | model
stringclasses 13
values | seed
int64 42
46
| n_topics
int64 10
50
| topic_descriptions
sequencelengths 1
50
| runtime_s
float64 0.93
52.3k
| encoder
stringclasses 5
values | diversity
float64 0.09
1
| c_npmi
float64 -0.38
0.21
| wec_ex
float64 0.11
0.49
| wec_in
float64 0.07
0.94
|
|---|---|---|---|---|---|---|---|---|---|---|
20 Newsgroups Preprocessed | Top2Vec | 42 | 40 | [
[
"rule",
"discuss",
"sport",
"game",
"baseball",
"review",
"playoff",
"hockey",
"explain",
"league"
],
[
"additional",
"explain",
"computer",
"explanation",
"problem",
"review",
"follow",
"advice",
"instruction",
"reply"
]
] | 27.84413 | intfloat/e5-large-v2 | 0.9 | 0.013049 | 0.173361 | 0.264189 |
20 Newsgroups Preprocessed | Top2Vec | 42 | 50 | [
[
"rule",
"discuss",
"sport",
"game",
"baseball",
"review",
"playoff",
"hockey",
"explain",
"league"
],
[
"additional",
"explain",
"computer",
"explanation",
"problem",
"review",
"follow",
"advice",
"instruction",
"reply"
]
] | 27.656241 | intfloat/e5-large-v2 | 0.9 | 0.013049 | 0.173361 | 0.256573 |
20 Newsgroups Preprocessed | GMM | 42 | 10 | [
[
"car",
"game",
"bike",
"year",
"team",
"win",
"back",
"ride",
"ago",
"good"
],
[
"team",
"player",
"game",
"play",
"win",
"season",
"score",
"year",
"hit",
"baseball"
],
[
"sale",
"offer",
"sell",
"price",
"condition",
"buy",
"mail",
"interested",
"shipping",
"email"
],
[
"read",
"surrender",
"question",
"claim",
"post",
"give",
"people",
"hear",
"talk",
"doesn"
],
[
"window",
"drive",
"card",
"run",
"disk",
"file",
"problem",
"system",
"software",
"scsi"
],
[
"faith",
"church",
"religion",
"belief",
"life",
"christian",
"sin",
"people",
"word",
"man"
],
[
"file",
"image",
"program",
"information",
"system",
"include",
"number",
"people",
"time",
"armenian"
],
[
"back",
"car",
"light",
"buy",
"bike",
"ride",
"engine",
"good",
"mile",
"battery"
],
[
"driver",
"file",
"version",
"advance",
"mail",
"card",
"software",
"window",
"program",
"email"
],
[
"gun",
"country",
"government",
"weapon",
"police",
"kill",
"law",
"people",
"crime",
"state"
]
] | 39.529808 | intfloat/e5-large-v2 | 0.78 | 0.098037 | 0.185751 | 0.370021 |
20 Newsgroups Preprocessed | GMM | 42 | 20 | [
[
"chip",
"key",
"clipper",
"government",
"encryption",
"escrow",
"encrypt",
"phone",
"algorithm",
"agency"
],
[
"interested",
"offer",
"condition",
"email",
"shipping",
"sale",
"price",
"buy",
"sell",
"excellent"
],
[
"info",
"address",
"email",
"phone",
"send",
"number",
"mail",
"call",
"reply",
"post"
],
[
"post",
"claim",
"religion",
"doesn",
"surrender",
"people",
"talk",
"read",
"hear",
"law"
],
[
"scsi",
"disk",
"card",
"drive",
"controller",
"chip",
"ide",
"bus",
"port",
"board"
],
[
"religion",
"belief",
"people",
"church",
"sin",
"life",
"word",
"christian",
"faith",
"truth"
],
[
"kill",
"village",
"muslim",
"arab",
"turkish",
"armenian",
"genocide",
"israeli",
"jewish",
"war"
],
[
"orbit",
"launch",
"space",
"shuttle",
"earth",
"satellite",
"mission",
"solar",
"moon",
"station"
],
[
"card",
"video",
"monitor",
"vga",
"color",
"mode",
"driver",
"screen",
"window",
"support"
],
[
"weapon",
"crime",
"gun",
"law",
"fire",
"criminal",
"police",
"batf",
"government",
"people"
],
[
"ride",
"car",
"bike",
"engine",
"road",
"brake",
"mile",
"oil",
"tire",
"buy"
],
[
"graphic",
"computer",
"software",
"book",
"send",
"list",
"copy",
"package",
"price",
"mail"
],
[
"effect",
"pain",
"medicine",
"food",
"treatment",
"medical",
"drug",
"patient",
"disease",
"doctor"
],
[
"window",
"run",
"font",
"problem",
"program",
"application",
"file",
"display",
"screen",
"manager"
],
[
"bike",
"year",
"car",
"game",
"win",
"team",
"trade",
"good",
"ago",
"back"
],
[
"win",
"game",
"team",
"hockey",
"play",
"goal",
"player",
"playoff",
"period",
"season"
],
[
"government",
"post",
"make",
"point",
"people",
"thing",
"time",
"good",
"fact",
"day"
],
[
"information",
"program",
"version",
"support",
"include",
"number",
"system",
"image",
"file",
"people"
],
[
"hit",
"baseball",
"game",
"player",
"pitcher",
"pitch",
"year",
"team",
"play",
"win"
],
[
"file",
"version",
"window",
"driver",
"advance",
"code",
"software",
"find",
"format",
"program"
]
] | 43.902028 | intfloat/e5-large-v2 | 0.79 | 0.150572 | 0.197779 | 0.480183 |
20 Newsgroups Preprocessed | GMM | 42 | 30 | [
[
"encryption",
"clipper",
"phone",
"key",
"escrow",
"chip",
"government",
"encrypt",
"algorithm",
"agency"
],
[
"season",
"win",
"player",
"playoff",
"game",
"team",
"play",
"baseball",
"fan",
"stat"
],
[
"police",
"fire",
"weapon",
"law",
"crime",
"gun",
"batf",
"government",
"criminal",
"people"
],
[
"port",
"serial",
"bus",
"modem",
"board",
"card",
"mhz",
"chip",
"motherboard",
"pin"
],
[
"user",
"software",
"window",
"version",
"system",
"computer",
"image",
"file",
"application",
"graphic"
],
[
"condition",
"buy",
"offer",
"email",
"sale",
"price",
"sell",
"shipping",
"interested",
"brand"
],
[
"shuttle",
"orbit",
"launch",
"space",
"mission",
"solar",
"earth",
"satellite",
"moon",
"station"
],
[
"drug",
"doctor",
"treatment",
"medical",
"patient",
"disease",
"effect",
"food",
"medicine",
"pain"
],
[
"card",
"driver",
"color",
"monitor",
"vga",
"video",
"mode",
"screen",
"window",
"support"
],
[
"science",
"argument",
"moral",
"evidence",
"point",
"belief",
"exist",
"thing",
"people",
"claim"
],
[
"sale",
"manual",
"offer",
"sell",
"include",
"price",
"shipping",
"condition",
"interested",
"disk"
],
[
"thing",
"day",
"people",
"make",
"long",
"remember",
"year",
"money",
"bad",
"good"
],
[
"surrender",
"year",
"ago",
"post",
"hear",
"month",
"cheer",
"remember",
"guy",
"bank"
],
[
"ide",
"controller",
"drive",
"disk",
"scsi",
"hard",
"bio",
"boot",
"floppy",
"transfer"
],
[
"send",
"address",
"mail",
"info",
"list",
"email",
"reply",
"phone",
"post",
"advance"
],
[
"circuit",
"voltage",
"battery",
"power",
"signal",
"heat",
"wire",
"output",
"current",
"switch"
],
[
"armenian",
"muslim",
"turkish",
"israeli",
"arab",
"kill",
"genocide",
"jewish",
"village",
"war"
],
[
"wheel",
"ride",
"bike",
"car",
"engine",
"oil",
"rear",
"drive",
"driver",
"auto"
],
[
"post",
"mail",
"article",
"address",
"copy",
"send",
"email",
"newsgroup",
"group",
"list"
],
[
"difference",
"monitor",
"bit",
"chip",
"part",
"board",
"pin",
"set",
"advance",
"card"
],
[
"pitch",
"hit",
"player",
"year",
"baseball",
"game",
"pitcher",
"team",
"win",
"play"
],
[
"run",
"problem",
"window",
"application",
"font",
"file",
"program",
"manager",
"display",
"error"
],
[
"bike",
"road",
"front",
"ride",
"motorcycle",
"lock",
"turn",
"dog",
"rear",
"tire"
],
[
"win",
"season",
"hockey",
"goal",
"game",
"team",
"playoff",
"player",
"play",
"period"
],
[
"drive",
"road",
"brake",
"oil",
"speed",
"dealer",
"buy",
"car",
"mile",
"engine"
],
[
"include",
"program",
"image",
"file",
"people",
"number",
"information",
"system",
"time",
"year"
],
[
"image",
"convert",
"file",
"format",
"graphic",
"color",
"program",
"code",
"font",
"draw"
],
[
"church",
"religion",
"scripture",
"sin",
"faith",
"christian",
"belief",
"man",
"life",
"word"
],
[
"version",
"window",
"driver",
"file",
"program",
"server",
"software",
"advance",
"run",
"problem"
],
[
"religion",
"talk",
"true",
"government",
"claim",
"law",
"hear",
"christian",
"people",
"atheist"
]
] | 63.951001 | intfloat/e5-large-v2 | 0.7 | 0.152837 | 0.198099 | 0.499278 |
20 Newsgroups Preprocessed | GMM | 42 | 40 | [
[
"encryption",
"escrow",
"key",
"clipper",
"chip",
"phone",
"encrypt",
"algorithm",
"government",
"secure"
],
[
"player",
"baseball",
"play",
"team",
"game",
"season",
"win",
"stat",
"playoff",
"score"
],
[
"fire",
"firearm",
"law",
"batf",
"gun",
"crime",
"weapon",
"criminal",
"police",
"shoot"
],
[
"motherboard",
"speed",
"mhz",
"ram",
"cpu",
"bus",
"chip",
"card",
"memory",
"board"
],
[
"graphic",
"window",
"file",
"image",
"application",
"program",
"software",
"user",
"code",
"color"
],
[
"number",
"phone",
"service",
"contact",
"call",
"voice",
"telephone",
"fax",
"line",
"modem"
],
[
"program",
"image",
"file",
"include",
"entry",
"version",
"information",
"system",
"support",
"server"
],
[
"pay",
"month",
"money",
"year",
"tax",
"bank",
"insurance",
"law",
"interest",
"ago"
],
[
"monitor",
"card",
"video",
"driver",
"vga",
"color",
"mode",
"screen",
"window",
"resolution"
],
[
"thing",
"argument",
"science",
"moral",
"point",
"claim",
"agree",
"evidence",
"exist",
"statement"
],
[
"sale",
"offer",
"condition",
"sell",
"include",
"shipping",
"price",
"box",
"excellent",
"interested"
],
[
"remember",
"food",
"thing",
"face",
"bad",
"back",
"fire",
"good",
"day",
"happen"
],
[
"year",
"month",
"ago",
"cheer",
"post",
"hear",
"week",
"great",
"day",
"trade"
],
[
"boot",
"ide",
"controller",
"drive",
"scsi",
"disk",
"hard",
"floppy",
"device",
"transfer"
],
[
"mail",
"send",
"post",
"email",
"reply",
"advance",
"address",
"info",
"list",
"information"
],
[
"serial",
"card",
"connector",
"connect",
"modem",
"mouse",
"pin",
"bus",
"port",
"board"
],
[
"food",
"pain",
"doctor",
"disease",
"patient",
"medical",
"effect",
"treatment",
"drug",
"medicine"
],
[
"bike",
"ride",
"car",
"engine",
"oil",
"wheel",
"rear",
"drive",
"auto",
"brake"
],
[
"group",
"copy",
"email",
"send",
"address",
"newsgroup",
"mail",
"post",
"list",
"article"
],
[
"work",
"difference",
"wrong",
"problem",
"find",
"true",
"sound",
"doesn",
"recall",
"test"
],
[
"game",
"player",
"hit",
"baseball",
"pitcher",
"pitch",
"year",
"team",
"win",
"play"
],
[
"run",
"problem",
"file",
"window",
"program",
"error",
"display",
"font",
"screen",
"application"
],
[
"israeli",
"people",
"arab",
"state",
"country",
"government",
"force",
"peace",
"war",
"land"
],
[
"play",
"period",
"team",
"goal",
"win",
"season",
"player",
"game",
"hockey",
"playoff"
],
[
"cost",
"buy",
"purchase",
"low",
"price",
"brand",
"sell",
"good",
"cheap",
"market"
],
[
"turkish",
"armenian",
"soldier",
"village",
"genocide",
"greek",
"kill",
"massacre",
"muslim",
"woman"
],
[
"format",
"color",
"convert",
"program",
"image",
"software",
"file",
"advance",
"graphic",
"code"
],
[
"christian",
"church",
"religion",
"sin",
"faith",
"atheist",
"catholic",
"belief",
"book",
"religious"
],
[
"monitor",
"file",
"window",
"driver",
"card",
"advance",
"server",
"version",
"mouse",
"mode"
],
[
"christian",
"religion",
"claim",
"atheist",
"belief",
"religious",
"atheism",
"cheer",
"church",
"argument"
],
[
"warning",
"font",
"motif",
"code",
"server",
"application",
"window",
"manager",
"run",
"widget"
],
[
"apple",
"machine",
"price",
"software",
"computer",
"printer",
"sell",
"buy",
"card",
"disk"
],
[
"engine",
"dealer",
"oil",
"car",
"mile",
"brake",
"buy",
"drive",
"speed",
"tire"
],
[
"power",
"voltage",
"battery",
"circuit",
"radio",
"heat",
"frequency",
"signal",
"noise",
"output"
],
[
"man",
"homosexuality",
"homosexual",
"gay",
"sexual",
"relationship",
"sex",
"male",
"church",
"survey"
],
[
"ride",
"motorcycle",
"lock",
"front",
"bike",
"dog",
"road",
"tire",
"turn",
"rear"
],
[
"sell",
"offer",
"sale",
"email",
"shipping",
"interested",
"condition",
"mail",
"ticket",
"price"
],
[
"mission",
"shuttle",
"orbit",
"earth",
"solar",
"space",
"launch",
"moon",
"satellite",
"station"
],
[
"word",
"sin",
"faith",
"belief",
"religion",
"christian",
"life",
"man",
"people",
"church"
],
[
"cop",
"surrender",
"die",
"gun",
"kill",
"bank",
"law",
"illegal",
"politic",
"flame"
]
] | 84.05188 | intfloat/e5-large-v2 | 0.685 | 0.156311 | 0.205825 | 0.522019 |
20 Newsgroups Preprocessed | GMM | 42 | 50 | [
[
"algorithm",
"key",
"chip",
"bit",
"escrow",
"encryption",
"encrypt",
"public",
"block",
"secret"
],
[
"game",
"team",
"player",
"season",
"year",
"win",
"play",
"fan",
"playoff",
"good"
],
[
"gun",
"weapon",
"arm",
"defense",
"control",
"police",
"crime",
"law",
"firearm",
"criminal"
],
[
"mhz",
"bus",
"cpu",
"chip",
"motherboard",
"ram",
"speed",
"board",
"card",
"memory"
],
[
"point",
"image",
"draw",
"line",
"graphic",
"color",
"code",
"program",
"object",
"computer"
],
[
"number",
"call",
"phone",
"service",
"contact",
"company",
"line",
"cable",
"telephone",
"fax"
],
[
"shuttle",
"orbit",
"copy",
"mission",
"satellite",
"flight",
"space",
"launch",
"rocket",
"solar"
],
[
"cop",
"trial",
"evidence",
"police",
"law",
"crime",
"judge",
"case",
"legal",
"court"
],
[
"mode",
"vga",
"color",
"screen",
"resolution",
"driver",
"card",
"video",
"window",
"monitor"
],
[
"israeli",
"arab",
"jewish",
"civilian",
"kill",
"attack",
"peace",
"state",
"land",
"soldier"
],
[
"sale",
"shipping",
"condition",
"offer",
"sell",
"price",
"manual",
"item",
"original",
"include"
],
[
"remember",
"thing",
"day",
"face",
"eye",
"good",
"idea",
"delete",
"happen",
"stuff"
],
[
"month",
"year",
"cheer",
"ago",
"great",
"hear",
"day",
"week",
"trade",
"good"
],
[
"boot",
"hard",
"drive",
"ide",
"disk",
"controller",
"scsi",
"device",
"transfer",
"floppy"
],
[
"mail",
"send",
"email",
"address",
"reply",
"advance",
"info",
"post",
"list",
"mailing"
],
[
"modem",
"connect",
"port",
"serial",
"mouse",
"card",
"pin",
"connector",
"bus",
"keyboard"
],
[
"drug",
"doctor",
"patient",
"medical",
"treatment",
"disease",
"food",
"effect",
"medicine",
"pain"
],
[
"engine",
"bike",
"drive",
"tank",
"car",
"wheel",
"ride",
"brake",
"oil",
"rear"
],
[
"group",
"newsgroup",
"mail",
"post",
"article",
"address",
"email",
"send",
"list",
"reply"
],
[
"card",
"advance",
"monitor",
"mouse",
"board",
"chip",
"pin",
"port",
"slot",
"switch"
],
[
"game",
"hit",
"player",
"pitch",
"pitcher",
"baseball",
"year",
"team",
"play",
"average"
],
[
"display",
"program",
"mouse",
"manager",
"run",
"screen",
"application",
"window",
"font",
"file"
],
[
"sell",
"pay",
"buy",
"money",
"tax",
"company",
"cost",
"price",
"taxis",
"year"
],
[
"play",
"period",
"game",
"team",
"goal",
"hockey",
"shot",
"player",
"score",
"win"
],
[
"pay",
"buy",
"brand",
"cheap",
"price",
"low",
"cost",
"quality",
"expensive",
"market"
],
[
"village",
"genocide",
"turkish",
"greek",
"russian",
"massacre",
"muslim",
"armenian",
"woman",
"kill"
],
[
"program",
"convert",
"file",
"format",
"graphic",
"image",
"advance",
"software",
"find",
"code"
],
[
"church",
"christian",
"book",
"love",
"faith",
"religion",
"sin",
"catholic",
"scripture",
"christianity"
],
[
"driver",
"version",
"file",
"card",
"manager",
"window",
"printer",
"advance",
"program",
"software"
],
[
"atheist",
"religion",
"christian",
"religious",
"atheism",
"cheer",
"morality",
"belief",
"church",
"objective"
],
[
"warning",
"server",
"widget",
"motif",
"application",
"window",
"manager",
"run",
"code",
"font"
],
[
"software",
"disk",
"machine",
"user",
"product",
"system",
"computer",
"printer",
"copy",
"work"
],
[
"car",
"engine",
"dealer",
"mile",
"drive",
"oil",
"brake",
"buy",
"speed",
"tire"
],
[
"battery",
"circuit",
"heat",
"power",
"signal",
"switch",
"current",
"voltage",
"wire",
"ground"
],
[
"sexual",
"homosexuality",
"homosexual",
"gay",
"man",
"sex",
"survey",
"relationship",
"male",
"study"
],
[
"ride",
"motorcycle",
"front",
"lock",
"bike",
"dog",
"turn",
"road",
"tire",
"rear"
],
[
"offer",
"email",
"sell",
"shipping",
"interested",
"sale",
"excellent",
"condition",
"mail",
"card"
],
[
"mission",
"space",
"orbit",
"launch",
"moon",
"satellite",
"earth",
"shuttle",
"solar",
"rocket"
],
[
"word",
"sin",
"life",
"faith",
"man",
"religion",
"christian",
"belief",
"scripture",
"people"
],
[
"illegal",
"gun",
"kill",
"police",
"surrender",
"cop",
"law",
"government",
"weapon",
"legal"
],
[
"reference",
"effect",
"question",
"answer",
"source",
"post",
"article",
"information",
"true",
"fact"
],
[
"file",
"image",
"information",
"include",
"system",
"program",
"version",
"support",
"server",
"entry"
],
[
"error",
"problem",
"patch",
"program",
"file",
"fix",
"server",
"run",
"compile",
"crash"
],
[
"win",
"score",
"season",
"fan",
"team",
"stat",
"playoff",
"player",
"play",
"game"
],
[
"enforcement",
"agency",
"encryption",
"phone",
"chip",
"key",
"government",
"clipper",
"escrow",
"privacy"
],
[
"belief",
"evidence",
"science",
"argument",
"moral",
"exist",
"atheist",
"atheism",
"objective",
"morality"
],
[
"tear",
"tank",
"gas",
"fire",
"burn",
"batf",
"compound",
"agent",
"start",
"child"
],
[
"game",
"player",
"pitcher",
"ball",
"pitch",
"baseball",
"bat",
"fan",
"jewish",
"hit"
],
[
"surrender",
"bad",
"bank",
"put",
"doesn",
"lose",
"wrong",
"back",
"guy",
"guess"
],
[
"government",
"country",
"people",
"party",
"force",
"freedom",
"thing",
"society",
"state",
"war"
]
] | 105.208895 | intfloat/e5-large-v2 | 0.654 | 0.159323 | 0.204954 | 0.529282 |
20 Newsgroups Preprocessed | KeyNMF | 42 | 10 | [
[
"life",
"government",
"world",
"people",
"law",
"fact",
"reason",
"state",
"happen",
"talk"
],
[
"file",
"program",
"system",
"window",
"work",
"run",
"version",
"application",
"find",
"display"
],
[
"game",
"win",
"team",
"playoff",
"score",
"baseball",
"season",
"player",
"play",
"year"
],
[
"write",
"find",
"mail",
"post",
"article",
"comment",
"include",
"follow",
"list",
"read"
],
[
"fix",
"problem",
"happen",
"drive",
"change",
"error",
"fine",
"back",
"solution",
"bad"
],
[
"back",
"year",
"long",
"day",
"find",
"turn",
"happen",
"time",
"change",
"point"
],
[
"give",
"difference",
"make",
"thing",
"point",
"case",
"find",
"feel",
"call",
"claim"
],
[
"price",
"buy",
"mail",
"drive",
"software",
"sale",
"computer",
"sell",
"system",
"include"
],
[
"lot",
"good",
"car",
"great",
"point",
"thing",
"give",
"nice",
"bad",
"idea"
],
[
"question",
"understand",
"reason",
"answer",
"argument",
"life",
"discussion",
"assume",
"exist",
"law"
]
] | 24.665012 | intfloat/e5-large-v2 | 0.8 | 0.068255 | 0.208168 | 0.311162 |
20 Newsgroups Preprocessed | KeyNMF | 42 | 20 | [
[
"human",
"people",
"war",
"world",
"person",
"life",
"talk",
"lot",
"kill",
"armenian"
],
[
"file",
"window",
"run",
"program",
"system",
"software",
"application",
"version",
"card",
"display"
],
[
"score",
"play",
"win",
"player",
"team",
"playoff",
"season",
"game",
"goal",
"baseball"
],
[
"reply",
"post",
"mail",
"address",
"list",
"email",
"response",
"send",
"news",
"article"
],
[
"happen",
"error",
"fix",
"change",
"bad",
"fine",
"problem",
"solve",
"solution",
"similar"
],
[
"start",
"long",
"week",
"time",
"day",
"change",
"spend",
"happen",
"point",
"minute"
],
[
"point",
"difference",
"case",
"feel",
"give",
"make",
"thing",
"easy",
"build",
"claim"
],
[
"offer",
"sale",
"mail",
"buy",
"sell",
"interested",
"price",
"computer",
"include",
"cost"
],
[
"point",
"bad",
"good",
"give",
"great",
"thing",
"nice",
"lot",
"idea",
"big"
],
[
"response",
"question",
"discussion",
"computer",
"study",
"discuss",
"faq",
"answer",
"issue",
"comment"
],
[
"file",
"find",
"check",
"book",
"search",
"advance",
"thing",
"evidence",
"part",
"source"
],
[
"support",
"work",
"change",
"fine",
"start",
"idea",
"hope",
"project",
"week",
"happen"
],
[
"include",
"comment",
"follow",
"result",
"study",
"information",
"list",
"issue",
"detail",
"interested"
],
[
"article",
"write",
"read",
"book",
"comment",
"learn",
"faq",
"discuss",
"suggest",
"mention"
],
[
"state",
"law",
"encryption",
"key",
"gun",
"government",
"legal",
"system",
"issue",
"police"
],
[
"day",
"season",
"ago",
"year",
"remember",
"world",
"start",
"long",
"month",
"bad"
],
[
"car",
"drive",
"back",
"power",
"engine",
"speed",
"turn",
"bike",
"hard",
"ride"
],
[
"fact",
"life",
"reason",
"word",
"religion",
"agree",
"argument",
"exist",
"evidence",
"understand"
],
[
"talk",
"place",
"call",
"line",
"send",
"give",
"day",
"phone",
"order",
"number"
],
[
"story",
"hear",
"sound",
"news",
"happen",
"talk",
"mention",
"comment",
"decide",
"listen"
]
] | 25.368453 | intfloat/e5-large-v2 | 0.755 | 0.066774 | 0.198318 | 0.324093 |
20 Newsgroups Preprocessed | KeyNMF | 42 | 30 | [
[
"world",
"people",
"person",
"human",
"kill",
"life",
"war",
"lot",
"talk",
"armenian"
],
[
"version",
"program",
"window",
"file",
"application",
"display",
"image",
"format",
"user",
"copy"
],
[
"score",
"play",
"game",
"player",
"season",
"team",
"win",
"playoff",
"goal",
"baseball"
],
[
"response",
"post",
"email",
"article",
"list",
"reply",
"news",
"posting",
"comment",
"group"
],
[
"problem",
"solve",
"solution",
"fix",
"similar",
"fine",
"error",
"change",
"result",
"bad"
],
[
"long",
"week",
"minute",
"time",
"spend",
"day",
"hour",
"experience",
"date",
"watch"
],
[
"give",
"thing",
"difference",
"make",
"easy",
"feel",
"sense",
"build",
"case",
"claim"
],
[
"offer",
"include",
"manual",
"condition",
"email",
"price",
"interested",
"sale",
"list",
"sell"
],
[
"nice",
"big",
"great",
"idea",
"give",
"offer",
"bad",
"job",
"thing",
"good"
],
[
"response",
"discussion",
"issue",
"comment",
"discuss",
"answer",
"question",
"compare",
"study",
"faq"
],
[
"evidence",
"check",
"thing",
"book",
"search",
"find",
"part",
"advance",
"source",
"reference"
],
[
"hope",
"idea",
"support",
"work",
"fine",
"project",
"week",
"code",
"change",
"application"
],
[
"comment",
"follow",
"continue",
"result",
"detail",
"note",
"issue",
"study",
"document",
"review"
],
[
"article",
"faq",
"comment",
"read",
"book",
"archive",
"issue",
"learn",
"discuss",
"posting"
],
[
"gun",
"government",
"law",
"state",
"legal",
"encryption",
"issue",
"police",
"key",
"crime"
],
[
"year",
"month",
"remember",
"ago",
"season",
"start",
"bad",
"age",
"hit",
"world"
],
[
"car",
"bike",
"power",
"drive",
"turn",
"back",
"engine",
"change",
"day",
"ride"
],
[
"exist",
"life",
"agree",
"word",
"religion",
"reason",
"understand",
"argument",
"belief",
"evidence"
],
[
"number",
"call",
"phone",
"give",
"line",
"order",
"talk",
"key",
"place",
"day"
],
[
"hear",
"story",
"news",
"speak",
"comment",
"mention",
"sound",
"talk",
"listen",
"decide"
],
[
"buy",
"price",
"money",
"sell",
"cost",
"pay",
"cheap",
"sale",
"deal",
"offer"
],
[
"address",
"interested",
"mail",
"reply",
"message",
"send",
"list",
"email",
"advance",
"receive"
],
[
"code",
"writing",
"letter",
"book",
"word",
"rule",
"write",
"language",
"note",
"study"
],
[
"system",
"build",
"user",
"key",
"chip",
"software",
"access",
"design",
"encryption",
"phone"
],
[
"card",
"software",
"drive",
"driver",
"disk",
"computer",
"bit",
"machine",
"hardware",
"monitor"
],
[
"space",
"information",
"info",
"research",
"provide",
"result",
"science",
"interested",
"computer",
"develop"
],
[
"machine",
"run",
"start",
"application",
"mhz",
"memory",
"server",
"window",
"speed",
"hit"
],
[
"start",
"show",
"happen",
"story",
"report",
"wait",
"kill",
"decide",
"fire",
"war"
],
[
"argument",
"number",
"evidence",
"opinion",
"fact",
"claim",
"prove",
"provide",
"war",
"argue"
],
[
"case",
"point",
"line",
"place",
"assume",
"thing",
"number",
"part",
"lot",
"agree"
]
] | 31.671052 | intfloat/e5-large-v2 | 0.706667 | 0.072836 | 0.188739 | 0.340344 |
20 Newsgroups Preprocessed | KeyNMF | 42 | 40 | [
[
"person",
"people",
"human",
"kill",
"involve",
"public",
"government",
"opinion",
"group",
"love"
],
[
"version",
"file",
"window",
"application",
"program",
"format",
"display",
"image",
"directory",
"copy"
],
[
"win",
"game",
"goal",
"player",
"season",
"play",
"playoff",
"team",
"score",
"baseball"
],
[
"address",
"space",
"provide",
"science",
"info",
"email",
"information",
"interested",
"research",
"book"
],
[
"fix",
"fine",
"solution",
"problem",
"error",
"solve",
"similar",
"effect",
"suggest",
"bad"
],
[
"experience",
"hour",
"spend",
"period",
"long",
"time",
"minute",
"date",
"watch",
"turn"
],
[
"make",
"sense",
"difference",
"easy",
"feel",
"build",
"claim",
"case",
"put",
"sound"
],
[
"offer",
"condition",
"price",
"sale",
"interested",
"sell",
"email",
"pay",
"shipping",
"manual"
],
[
"bad",
"job",
"nice",
"good",
"great",
"big",
"idea",
"quality",
"pretty",
"opinion"
],
[
"question",
"response",
"answer",
"discussion",
"faq",
"advice",
"human",
"original",
"determine",
"explanation"
],
[
"search",
"book",
"find",
"advance",
"check",
"part",
"evidence",
"interesting",
"source",
"discover"
],
[
"work",
"week",
"idea",
"fine",
"code",
"application",
"hope",
"power",
"project",
"great"
],
[
"detail",
"note",
"share",
"continue",
"follow",
"comment",
"full",
"rule",
"document",
"instruction"
],
[
"learn",
"faq",
"comment",
"posting",
"archive",
"book",
"read",
"group",
"newsgroup",
"text"
],
[
"number",
"key",
"phone",
"chip",
"secure",
"clipper",
"encryption",
"algorithm",
"message",
"security"
],
[
"remember",
"ago",
"year",
"season",
"age",
"month",
"hit",
"early",
"bad",
"move"
],
[
"engine",
"speed",
"car",
"disk",
"scsi",
"drive",
"power",
"hard",
"driver",
"road"
],
[
"post",
"response",
"email",
"reply",
"group",
"list",
"posting",
"net",
"newsgroup",
"respond"
],
[
"phone",
"local",
"call",
"place",
"order",
"friend",
"contact",
"book",
"live",
"love"
],
[
"listen",
"sound",
"news",
"hear",
"story",
"decide",
"speak",
"mention",
"comment",
"local"
],
[
"cost",
"price",
"buy",
"money",
"deal",
"cheap",
"dealer",
"car",
"product",
"purchase"
],
[
"advance",
"reply",
"mail",
"message",
"list",
"info",
"address",
"send",
"receive",
"email"
],
[
"give",
"thing",
"day",
"lot",
"bad",
"power",
"large",
"space",
"long",
"idea"
],
[
"build",
"system",
"user",
"service",
"disk",
"design",
"memory",
"space",
"access",
"error"
],
[
"bit",
"card",
"support",
"driver",
"video",
"bus",
"monitor",
"color",
"memory",
"display"
],
[
"writing",
"write",
"book",
"letter",
"rule",
"word",
"code",
"language",
"memory",
"application"
],
[
"machine",
"window",
"run",
"application",
"server",
"mhz",
"memory",
"speed",
"hit",
"base"
],
[
"story",
"decide",
"happen",
"wrong",
"show",
"report",
"wait",
"kill",
"event",
"situation"
],
[
"reason",
"prove",
"fact",
"argument",
"exist",
"suggest",
"proof",
"explain",
"evidence",
"support"
],
[
"place",
"part",
"person",
"agree",
"line",
"base",
"point",
"position",
"assume",
"case"
],
[
"issue",
"study",
"discussion",
"article",
"comment",
"result",
"discuss",
"research",
"list",
"news"
],
[
"religion",
"exist",
"understand",
"word",
"life",
"belief",
"agree",
"faith",
"assume",
"argument"
],
[
"law",
"government",
"legal",
"crime",
"gun",
"state",
"police",
"weapon",
"rule",
"firearm"
],
[
"comment",
"decide",
"talk",
"discussion",
"discuss",
"suggest",
"mention",
"speak",
"listen",
"speech"
],
[
"computer",
"software",
"hardware",
"machine",
"modem",
"disk",
"application",
"package",
"fax",
"info"
],
[
"support",
"version",
"provide",
"full",
"require",
"include",
"source",
"release",
"sound",
"site"
],
[
"part",
"change",
"effect",
"notice",
"support",
"check",
"oil",
"note",
"care",
"increase"
],
[
"history",
"man",
"war",
"armenian",
"world",
"real",
"turkish",
"genocide",
"human",
"country"
],
[
"start",
"stop",
"hope",
"wait",
"fire",
"show",
"gas",
"claim",
"tank",
"end"
],
[
"back",
"turn",
"bike",
"leave",
"side",
"ride",
"front",
"road",
"sound",
"stop"
]
] | 30.822193 | intfloat/e5-large-v2 | 0.715 | 0.070089 | 0.177683 | 0.345411 |
20 Newsgroups Preprocessed | KeyNMF | 42 | 50 | [
[
"person",
"kill",
"people",
"human",
"public",
"opinion",
"government",
"involve",
"group",
"love"
],
[
"window",
"file",
"application",
"directory",
"version",
"format",
"server",
"display",
"image",
"user"
],
[
"play",
"goal",
"team",
"win",
"season",
"score",
"playoff",
"game",
"player",
"baseball"
],
[
"report",
"discuss",
"issue",
"review",
"discussion",
"mention",
"news",
"comment",
"article",
"decide"
],
[
"solution",
"fix",
"problem",
"error",
"fine",
"solve",
"bad",
"similar",
"wrong",
"suggest"
],
[
"spend",
"time",
"leave",
"long",
"experience",
"date",
"watch",
"minute",
"turn",
"hour"
],
[
"easy",
"claim",
"make",
"feel",
"difference",
"sense",
"put",
"build",
"mind",
"product"
],
[
"price",
"sell",
"sale",
"offer",
"condition",
"cost",
"shipping",
"pay",
"book",
"manual"
],
[
"good",
"big",
"opinion",
"bad",
"nice",
"job",
"idea",
"great",
"quality",
"pretty"
],
[
"answer",
"comment",
"faq",
"discussion",
"response",
"question",
"discuss",
"explanation",
"advice",
"determine"
],
[
"reference",
"evidence",
"book",
"part",
"check",
"advance",
"search",
"find",
"source",
"file"
],
[
"hope",
"code",
"idea",
"work",
"week",
"great",
"project",
"fine",
"pay",
"win"
],
[
"share",
"detail",
"note",
"continue",
"comment",
"follow",
"document",
"rule",
"full",
"additional"
],
[
"faq",
"book",
"group",
"posting",
"read",
"learn",
"comment",
"archive",
"suggest",
"text"
],
[
"weapon",
"gun",
"government",
"law",
"crime",
"state",
"legal",
"police",
"rule",
"firearm"
],
[
"year",
"ago",
"remember",
"season",
"month",
"hit",
"early",
"move",
"age",
"bad"
],
[
"engine",
"car",
"bike",
"speed",
"road",
"ride",
"mile",
"wheel",
"turn",
"auto"
],
[
"reply",
"news",
"response",
"posting",
"post",
"summary",
"group",
"net",
"respond",
"newsgroup"
],
[
"local",
"talk",
"friend",
"call",
"place",
"phone",
"book",
"order",
"part",
"contact"
],
[
"listen",
"mention",
"sound",
"story",
"news",
"talk",
"hear",
"comment",
"speak",
"decide"
],
[
"cheap",
"deal",
"dealer",
"cost",
"money",
"buy",
"product",
"purchase",
"spend",
"advice"
],
[
"send",
"address",
"mail",
"reply",
"message",
"advance",
"receive",
"news",
"info",
"internet"
],
[
"letter",
"rule",
"book",
"code",
"write",
"writing",
"application",
"language",
"memory",
"translation"
],
[
"external",
"controller",
"floppy",
"format",
"meg",
"disk",
"drive",
"ide",
"scsi",
"hard"
],
[
"card",
"bit",
"support",
"driver",
"monitor",
"video",
"color",
"bus",
"memory",
"speed"
],
[
"reason",
"leave",
"prove",
"support",
"effect",
"decide",
"doubt",
"full",
"suggest",
"response"
],
[
"run",
"mhz",
"application",
"machine",
"speed",
"memory",
"server",
"hit",
"base",
"slow"
],
[
"study",
"result",
"effect",
"space",
"research",
"science",
"process",
"develop",
"patient",
"suggest"
],
[
"wait",
"happen",
"show",
"report",
"decide",
"event",
"story",
"wrong",
"situation",
"kill"
],
[
"system",
"memory",
"access",
"build",
"design",
"user",
"control",
"error",
"service",
"instal"
],
[
"simple",
"line",
"position",
"view",
"person",
"part",
"base",
"point",
"place",
"simply"
],
[
"version",
"program",
"copy",
"space",
"disk",
"show",
"code",
"format",
"convert",
"programming"
],
[
"encryption",
"clipper",
"phone",
"key",
"chip",
"number",
"algorithm",
"secure",
"message",
"security"
],
[
"word",
"life",
"talk",
"love",
"human",
"man",
"understand",
"speak",
"faith",
"learn"
],
[
"turn",
"back",
"leave",
"front",
"sound",
"side",
"bike",
"ride",
"end",
"remember"
],
[
"argue",
"provide",
"theory",
"opinion",
"evidence",
"claim",
"prove",
"war",
"fact",
"term"
],
[
"book",
"info",
"provide",
"information",
"source",
"detail",
"advance",
"access",
"additional",
"internet"
],
[
"version",
"full",
"include",
"provide",
"require",
"source",
"manual",
"release",
"sound",
"document"
],
[
"send",
"message",
"archive",
"internet",
"reply",
"email",
"info",
"address",
"site",
"response"
],
[
"wait",
"hope",
"stop",
"start",
"gas",
"fire",
"show",
"tank",
"end",
"claim"
],
[
"part",
"change",
"note",
"notice",
"check",
"oil",
"support",
"font",
"care",
"replace"
],
[
"assume",
"case",
"free",
"leave",
"court",
"claim",
"place",
"evidence",
"supply",
"clear"
],
[
"man",
"war",
"history",
"armenian",
"world",
"real",
"turkish",
"genocide",
"country",
"human"
],
[
"disk",
"software",
"computer",
"modem",
"hardware",
"machine",
"application",
"package",
"fax",
"manual"
],
[
"agree",
"exist",
"religion",
"argument",
"assume",
"faith",
"evidence",
"belief",
"prove",
"atheist"
],
[
"hold",
"accept",
"provide",
"require",
"kind",
"money",
"give",
"area",
"expect",
"church"
],
[
"book",
"copy",
"comment",
"mailing",
"add",
"document",
"archive",
"list",
"note",
"print"
],
[
"power",
"large",
"space",
"long",
"high",
"thing",
"lot",
"build",
"big",
"stuff"
],
[
"interested",
"detail",
"sale",
"contact",
"full",
"interest",
"info",
"discussion",
"package",
"research"
],
[
"day",
"delete",
"side",
"today",
"night",
"hour",
"week",
"month",
"child",
"feel"
]
] | 40.446334 | intfloat/e5-large-v2 | 0.658 | 0.06977 | 0.180149 | 0.351741 |
20 Newsgroups Preprocessed | S³ | 42 | 10 | [
[
"program",
"programming",
"conference",
"shareware",
"compile",
"unix",
"newsgroup",
"usenet",
"server",
"mail"
],
[
"minute",
"procedure",
"range",
"sequence",
"locate",
"code",
"trace",
"hour",
"location",
"time"
],
[
"interpretation",
"consideration",
"datum",
"enforcement",
"advocate",
"century",
"assumption",
"percentage",
"derive",
"batf"
],
[
"archive",
"discussion",
"update",
"interested",
"year",
"info",
"comment",
"batf",
"reply",
"article"
],
[
"objective",
"effective",
"plan",
"purpose",
"scientific",
"significant",
"scheme",
"excellent",
"progress",
"practical"
],
[
"atheism",
"assume",
"philosophy",
"assumption",
"belief",
"atheist",
"logic",
"morality",
"suppose",
"convince"
],
[
"security",
"encryption",
"encrypt",
"criminal",
"escrow",
"secure",
"warrant",
"arrest",
"enforcement",
"legal"
],
[
"sale",
"deal",
"offer",
"mailing",
"sell",
"purchase",
"warranty",
"telephone",
"dealer",
"email"
],
[
"software",
"vga",
"workstation",
"computer",
"scsi",
"hardware",
"technical",
"cpu",
"motherboard",
"mhz"
],
[
"player",
"hockey",
"game",
"league",
"baseball",
"playoff",
"play",
"pitch",
"pitcher",
"team"
]
] | 5.806962 | intfloat/e5-large-v2 | 0.97 | 0.01593 | 0.214319 | 0.443736 |
20 Newsgroups Preprocessed | S³ | 42 | 20 | [
[
"encrypt",
"encryption",
"secure",
"legitimate",
"privacy",
"security",
"government",
"reasonable",
"constitution",
"legal"
],
[
"cost",
"registration",
"policy",
"fee",
"insurance",
"health",
"treatment",
"risk",
"medicine",
"disease"
],
[
"manual",
"consist",
"contract",
"procedure",
"documentation",
"lot",
"implement",
"implementation",
"sell",
"establish"
],
[
"file",
"print",
"figure",
"publication",
"graphic",
"font",
"publish",
"point",
"cite",
"shape"
],
[
"game",
"score",
"baseball",
"sport",
"playoff",
"player",
"pitcher",
"hockey",
"league",
"team"
],
[
"victim",
"card",
"patient",
"doctor",
"cop",
"injury",
"criminal",
"phone",
"guilty",
"hand"
],
[
"method",
"shift",
"traffic",
"user",
"difficulty",
"police",
"status",
"technique",
"driver",
"fellow"
],
[
"consideration",
"hear",
"estimate",
"improvement",
"listen",
"suggestion",
"sense",
"suggest",
"improve",
"impression"
],
[
"warning",
"dangerous",
"medical",
"expensive",
"risk",
"injury",
"security",
"danger",
"attack",
"medicine"
],
[
"expensive",
"year",
"publish",
"spend",
"greatly",
"annual",
"excellent",
"earlier",
"great",
"significantly"
],
[
"industry",
"human",
"cult",
"politic",
"culture",
"taxis",
"population",
"people",
"couple",
"folk"
],
[
"select",
"lot",
"interested",
"archive",
"sample",
"selection",
"discussion",
"update",
"interview",
"info"
],
[
"wire",
"significantly",
"scientific",
"electronic",
"closely",
"subject",
"research",
"equipment",
"extremely",
"physical"
],
[
"server",
"message",
"speak",
"conference",
"usenet",
"receive",
"genocide",
"disease",
"talk",
"mind"
],
[
"complain",
"error",
"trouble",
"mistake",
"unable",
"confuse",
"problem",
"complaint",
"wrong",
"disagree"
],
[
"great",
"hear",
"understand",
"wonderful",
"office",
"buy",
"suffer",
"obtain",
"work",
"eat"
],
[
"status",
"annual",
"background",
"additional",
"interested",
"notice",
"documentation",
"official",
"coverage",
"access"
],
[
"send",
"posting",
"mailing",
"deliver",
"mail",
"email",
"post",
"publish",
"phrase",
"address"
],
[
"price",
"render",
"shape",
"lot",
"paint",
"impression",
"plan",
"guess",
"draw",
"graphic"
],
[
"minute",
"decade",
"date",
"year",
"time",
"clock",
"hour",
"frequency",
"day",
"age"
]
] | 5.546599 | intfloat/e5-large-v2 | 0.895 | -0.058987 | 0.170397 | 0.264498 |
20 Newsgroups Preprocessed | S³ | 42 | 30 | [
[
"involve",
"engage",
"consideration",
"oppose",
"suggest",
"enable",
"imply",
"suggestion",
"strategy",
"active"
],
[
"annual",
"century",
"remember",
"decade",
"year",
"early",
"earlier",
"past",
"history",
"date"
],
[
"remote",
"deliver",
"discover",
"translation",
"announce",
"yesterday",
"realize",
"expect",
"receive",
"translate"
],
[
"vga",
"graphic",
"color",
"monitor",
"card",
"render",
"camera",
"vision",
"screen",
"window"
],
[
"excellent",
"wonderful",
"great",
"decent",
"good",
"sufficient",
"nice",
"acceptable",
"perfectly",
"positive"
],
[
"personally",
"vision",
"necessarily",
"atheism",
"circumstance",
"doctrine",
"ignorance",
"atheist",
"purpose",
"freedom"
],
[
"instruction",
"impression",
"interface",
"register",
"notion",
"manufacture",
"model",
"memory",
"range",
"firearm"
],
[
"suggestion",
"suggest",
"greatly",
"interested",
"pen",
"involve",
"advice",
"extremely",
"writing",
"amazing"
],
[
"clock",
"cost",
"floor",
"level",
"combine",
"setup",
"combination",
"price",
"sale",
"room"
],
[
"health",
"medical",
"medicine",
"injury",
"disease",
"hospital",
"treatment",
"patient",
"doctor",
"pain"
],
[
"window",
"wing",
"software",
"workstation",
"shareware",
"manager",
"file",
"delete",
"option",
"unix"
],
[
"perfect",
"directly",
"complete",
"exact",
"reliable",
"publish",
"manufacturer",
"verify",
"successful",
"fully"
],
[
"space",
"satellite",
"orbit",
"rocket",
"earth",
"universe",
"launch",
"science",
"solar",
"scientific"
],
[
"public",
"network",
"people",
"person",
"population",
"couple",
"political",
"human",
"politic",
"interface"
],
[
"evidence",
"claim",
"assume",
"assumption",
"proof",
"prove",
"witness",
"confirm",
"expect",
"demonstrate"
],
[
"expect",
"ensure",
"concern",
"hope",
"assume",
"worry",
"concerned",
"possibility",
"encourage",
"chance"
],
[
"playoff",
"comment",
"prevent",
"drive",
"driver",
"race",
"effect",
"engineer",
"police",
"user"
],
[
"file",
"algorithm",
"figure",
"shape",
"point",
"depth",
"graphic",
"sort",
"find",
"fundamental"
],
[
"ride",
"bike",
"driver",
"motorcycle",
"car",
"auto",
"drive",
"engine",
"motor",
"vehicle"
],
[
"encryption",
"encrypt",
"privacy",
"key",
"secret",
"security",
"secure",
"algorithm",
"lock",
"steal"
],
[
"listen",
"broadcast",
"hear",
"audio",
"sound",
"worship",
"noise",
"live",
"radio",
"news"
],
[
"hardware",
"storage",
"scsi",
"floppy",
"motherboard",
"directory",
"shuttle",
"drive",
"disk",
"database"
],
[
"belief",
"catholic",
"atheist",
"christian",
"christianity",
"atheism",
"faith",
"religion",
"religious",
"god"
],
[
"bike",
"publish",
"publication",
"release",
"ensure",
"distribute",
"disclaimer",
"maintain",
"view",
"consistent"
],
[
"consideration",
"shouldn",
"suggestion",
"suggest",
"argue",
"advice",
"convince",
"idea",
"warranty",
"argument"
],
[
"hook",
"corner",
"sign",
"hang",
"hand",
"connector",
"cable",
"connection",
"tie",
"manual"
],
[
"idea",
"experiment",
"throw",
"run",
"easy",
"burn",
"destroy",
"kill",
"execute",
"joke"
],
[
"select",
"learn",
"intent",
"memory",
"ability",
"mind",
"demonstrate",
"choose",
"day",
"time"
],
[
"baseball",
"pitcher",
"ball",
"pitch",
"player",
"league",
"range",
"stat",
"hit",
"run"
],
[
"suddenly",
"average",
"apparently",
"question",
"possibly",
"surprised",
"discussion",
"curious",
"random",
"interesting"
]
] | 5.972749 | intfloat/e5-large-v2 | 0.903333 | -0.032047 | 0.205963 | 0.310776 |
20 Newsgroups Preprocessed | S³ | 42 | 40 | [
[
"religious",
"religion",
"church",
"atheist",
"worship",
"catholic",
"atheism",
"faith",
"christian",
"christianity"
],
[
"trouble",
"concerned",
"issue",
"fix",
"mistake",
"worry",
"problem",
"error",
"failure",
"solution"
],
[
"suggestion",
"consideration",
"interested",
"suggest",
"discussion",
"discuss",
"possibly",
"involve",
"concerned",
"interesting"
],
[
"wonderful",
"sufficient",
"nice",
"perfect",
"great",
"acceptable",
"good",
"excellent",
"decent",
"successful"
],
[
"aspect",
"access",
"area",
"point",
"location",
"level",
"ability",
"datum",
"aware",
"approach"
],
[
"keyboard",
"forward",
"turn",
"modify",
"bite",
"advance",
"amendment",
"suddenly",
"enable",
"amazing"
],
[
"sale",
"floor",
"storage",
"price",
"corner",
"room",
"combine",
"lot",
"compromise",
"facility"
],
[
"ignorance",
"deny",
"avoid",
"oppose",
"ignore",
"reject",
"contrary",
"refuse",
"stupid",
"bad"
],
[
"chip",
"cpu",
"bus",
"processor",
"motherboard",
"mhz",
"faster",
"bit",
"race",
"fast"
],
[
"hear",
"sound",
"listen",
"audio",
"noise",
"talk",
"voice",
"speak",
"broadcast",
"speech"
],
[
"reliable",
"controller",
"sit",
"host",
"claim",
"engage",
"manage",
"hear",
"enable",
"enforcement"
],
[
"find",
"search",
"locate",
"detect",
"seek",
"guess",
"discover",
"investigation",
"curious",
"examine"
],
[
"package",
"throw",
"paragraph",
"phrase",
"write",
"rocket",
"writing",
"posting",
"stuff",
"basis"
],
[
"gun",
"armed",
"firearm",
"weapon",
"battery",
"violence",
"defense",
"bullet",
"protection",
"power"
],
[
"burn",
"evidence",
"immediately",
"witness",
"flame",
"proof",
"hot",
"accident",
"fire",
"smoke"
],
[
"medicine",
"health",
"medical",
"disease",
"patient",
"treatment",
"hospital",
"doctor",
"injury",
"drug"
],
[
"warrant",
"conference",
"design",
"point",
"remember",
"instal",
"maintain",
"community",
"place",
"poster"
],
[
"completely",
"remove",
"recall",
"destroy",
"delete",
"ignore",
"eliminate",
"reduce",
"recommend",
"complete"
],
[
"budget",
"perfect",
"bio",
"coverage",
"easy",
"clean",
"delete",
"include",
"public",
"free"
],
[
"number",
"call",
"telephone",
"phone",
"warrant",
"knock",
"long",
"contact",
"large",
"lot"
],
[
"auto",
"driver",
"car",
"drive",
"engine",
"vehicle",
"dealer",
"transmission",
"taxis",
"traffic"
],
[
"usual",
"assume",
"expect",
"guess",
"typical",
"suppose",
"regular",
"doubt",
"surprise",
"surprised"
],
[
"update",
"result",
"comment",
"archive",
"enjoy",
"interview",
"lot",
"sample",
"bio",
"select"
],
[
"answer",
"explain",
"faq",
"question",
"suppose",
"explanation",
"guess",
"reply",
"debate",
"knock"
],
[
"massacre",
"terrorist",
"genocide",
"israeli",
"arab",
"soldier",
"kill",
"war",
"condemn",
"victim"
],
[
"greatly",
"face",
"contact",
"approach",
"require",
"familiar",
"huge",
"large",
"obtain",
"big"
],
[
"rocket",
"space",
"launch",
"scientific",
"orbit",
"science",
"earth",
"satellite",
"universe",
"moon"
],
[
"instruction",
"notion",
"bit",
"mile",
"lot",
"load",
"job",
"impression",
"ago",
"license"
],
[
"add",
"printer",
"president",
"publish",
"constitution",
"intelligence",
"government",
"telephone",
"newspaper",
"addition"
],
[
"power",
"powerful",
"compression",
"transmission",
"operation",
"speed",
"newsgroup",
"package",
"ticket",
"run"
],
[
"legal",
"court",
"case",
"warrant",
"law",
"lawyer",
"judge",
"evidence",
"enforcement",
"prove"
],
[
"driver",
"bit",
"prevent",
"comment",
"drive",
"engineer",
"method",
"guess",
"work",
"build"
],
[
"plug",
"connector",
"connect",
"connection",
"cable",
"input",
"hook",
"tie",
"pointer",
"wire"
],
[
"encryption",
"secure",
"security",
"encrypt",
"privacy",
"secret",
"lock",
"key",
"algorithm",
"steal"
],
[
"disk",
"storage",
"drive",
"scsi",
"floppy",
"backup",
"file",
"database",
"driver",
"shuttle"
],
[
"scripture",
"book",
"reading",
"history",
"read",
"restrict",
"passage",
"large",
"literature",
"tradition"
],
[
"wing",
"run",
"programming",
"program",
"software",
"shareware",
"application",
"unix",
"window",
"operate"
],
[
"implementation",
"rely",
"replacement",
"require",
"requirement",
"ensure",
"compatible",
"manufacturer",
"verify",
"install"
],
[
"die",
"kill",
"create",
"manage",
"shoot",
"execute",
"idea",
"registration",
"responsibility",
"delete"
],
[
"human",
"couple",
"people",
"person",
"man",
"woman",
"citizen",
"population",
"folk",
"social"
]
] | 5.98861 | intfloat/e5-large-v2 | 0.895 | -0.022377 | 0.198368 | 0.285691 |
20 Newsgroups Preprocessed | S³ | 42 | 50 | [
[
"cpu",
"processor",
"chip",
"motherboard",
"race",
"frequency",
"mhz",
"algorithm",
"clock",
"motor"
],
[
"motif",
"idea",
"mind",
"notion",
"focus",
"corner",
"board",
"entry",
"establish",
"add"
],
[
"organize",
"protect",
"damage",
"argue",
"hear",
"repair",
"preserve",
"plan",
"improve",
"argument"
],
[
"plug",
"connect",
"cable",
"connector",
"connection",
"hook",
"tie",
"wire",
"port",
"pin"
],
[
"flight",
"motif",
"door",
"run",
"window",
"wing",
"manager",
"keyboard",
"entry",
"mouse"
],
[
"observe",
"select",
"learn",
"knowledge",
"reveal",
"open",
"advantage",
"prefer",
"discover",
"choose"
],
[
"prove",
"build",
"install",
"bring",
"include",
"carry",
"contribute",
"provide",
"belong",
"require"
],
[
"firearm",
"shoot",
"weapon",
"release",
"department",
"distribute",
"territory",
"shot",
"facility",
"medicine"
],
[
"delete",
"confirm",
"require",
"exact",
"precisely",
"completely",
"recommend",
"immediately",
"ignore",
"complete"
],
[
"successful",
"fail",
"success",
"perfect",
"error",
"achieve",
"false",
"verify",
"result",
"claim"
],
[
"extend",
"notion",
"belief",
"license",
"battery",
"logic",
"storage",
"hold",
"setup",
"registration"
],
[
"update",
"increase",
"commit",
"upgrade",
"move",
"addition",
"announce",
"advance",
"change",
"announcement"
],
[
"convert",
"compress",
"color",
"print",
"file",
"format",
"graphic",
"font",
"conversion",
"printer"
],
[
"place",
"street",
"building",
"vehicle",
"ground",
"church",
"site",
"setup",
"neighbor",
"verse"
],
[
"workstation",
"work",
"management",
"career",
"industry",
"equipment",
"manufacturer",
"professional",
"engineer",
"production"
],
[
"speech",
"follow",
"render",
"graphic",
"trace",
"street",
"paint",
"color",
"troop",
"page"
],
[
"stat",
"minimum",
"volume",
"limit",
"level",
"range",
"height",
"area",
"datum",
"extent"
],
[
"slot",
"state",
"status",
"political",
"majority",
"politic",
"remain",
"peace",
"compromise",
"side"
],
[
"federal",
"foreign",
"freedom",
"constitution",
"fan",
"normal",
"fine",
"mother",
"reserve",
"common"
],
[
"watch",
"monitor",
"screen",
"display",
"camera",
"voltage",
"observe",
"view",
"mirror",
"vga"
],
[
"reliable",
"circumstance",
"personally",
"atheist",
"necessarily",
"homosexuality",
"objective",
"purpose",
"doctrine",
"atheism"
],
[
"phone",
"warranty",
"call",
"telephone",
"service",
"number",
"option",
"contact",
"customer",
"warrant"
],
[
"internet",
"network",
"net",
"usenet",
"newsgroup",
"modem",
"connect",
"news",
"traffic",
"connection"
],
[
"usenet",
"server",
"setup",
"board",
"card",
"set",
"bank",
"site",
"channel",
"collection"
],
[
"shoot",
"firearm",
"weapon",
"gun",
"bullet",
"armed",
"advocate",
"defense",
"violence",
"battery"
],
[
"penalty",
"playoff",
"hockey",
"goal",
"team",
"win",
"game",
"tie",
"sport",
"final"
],
[
"hit",
"player",
"pitcher",
"baseball",
"pitch",
"field",
"ball",
"driver",
"league",
"judge"
],
[
"assume",
"quickly",
"insurance",
"circumstance",
"position",
"past",
"solution",
"policy",
"yesterday",
"homosexuality"
],
[
"session",
"park",
"surface",
"combine",
"complex",
"sale",
"lot",
"pick",
"configuration",
"dealer"
],
[
"fee",
"price",
"budget",
"expensive",
"cost",
"pay",
"afford",
"insurance",
"tax",
"money"
],
[
"hour",
"time",
"minute",
"clock",
"delay",
"schedule",
"late",
"yesterday",
"longer",
"wait"
],
[
"personal",
"human",
"man",
"couple",
"people",
"person",
"patient",
"guy",
"folk",
"public"
],
[
"suffer",
"lose",
"confuse",
"strange",
"oppose",
"term",
"edition",
"differ",
"reject",
"lack"
],
[
"paragraph",
"conference",
"display",
"output",
"warrant",
"volume",
"scsi",
"speaker",
"production",
"price"
],
[
"oppose",
"reject",
"avoid",
"refuse",
"eliminate",
"remove",
"deny",
"quit",
"restrict",
"opposite"
],
[
"pick",
"average",
"guess",
"size",
"manufacturer",
"forget",
"remember",
"strategy",
"memory",
"ignorance"
],
[
"sell",
"deal",
"offer",
"sale",
"dealer",
"purchase",
"buy",
"export",
"convince",
"vendor"
],
[
"evidence",
"bias",
"admit",
"apparent",
"remark",
"background",
"generally",
"oppose",
"claim",
"conclusion"
],
[
"shuttle",
"launch",
"orbit",
"satellite",
"space",
"earth",
"science",
"scientific",
"universe",
"rocket"
],
[
"publication",
"book",
"library",
"reading",
"read",
"scripture",
"author",
"literature",
"reader",
"writing"
],
[
"faq",
"guess",
"reply",
"explain",
"question",
"answer",
"explanation",
"response",
"respond",
"suppose"
],
[
"scheme",
"security",
"encryption",
"encrypt",
"secure",
"lock",
"privacy",
"steal",
"key",
"secret"
],
[
"bio",
"driver",
"card",
"bus",
"bit",
"vga",
"motherboard",
"document",
"troop",
"board"
],
[
"high",
"registration",
"interested",
"responsible",
"register",
"ready",
"public",
"participate",
"contact",
"survey"
],
[
"shareware",
"replace",
"exact",
"aim",
"easy",
"innocent",
"trial",
"remove",
"miss",
"eliminate"
],
[
"advance",
"advantage",
"fast",
"faster",
"achieve",
"advanced",
"quickly",
"accomplish",
"action",
"engage"
],
[
"battery",
"work",
"clipper",
"powerful",
"freedom",
"wound",
"pain",
"reverse",
"power",
"screw"
],
[
"find",
"search",
"locate",
"investigation",
"detect",
"discover",
"seek",
"guess",
"clue",
"examine"
],
[
"power",
"press",
"matter",
"operation",
"ticket",
"package",
"reasonable",
"reaction",
"processing",
"imho"
],
[
"forget",
"protection",
"article",
"protect",
"damage",
"destroy",
"injury",
"amazing",
"publish",
"hurt"
]
] | 7.946601 | intfloat/e5-large-v2 | 0.872 | -0.056121 | 0.180102 | 0.272916 |
20 Newsgroups Preprocessed | S³_angular | 42 | 10 | [
[
"message",
"pen",
"program",
"server",
"shareware",
"unix",
"compile",
"usenet",
"software",
"file"
],
[
"number",
"note",
"minute",
"manual",
"locate",
"trace",
"code",
"chapter",
"zone",
"procedure"
],
[
"meg",
"connector",
"rom",
"bind",
"insert",
"datum",
"installation",
"aren",
"century",
"hundred"
],
[
"batf",
"archive",
"update",
"comment",
"info",
"discussion",
"read",
"article",
"reply",
"select"
],
[
"supply",
"full",
"increase",
"stock",
"firm",
"market",
"product",
"volume",
"fully",
"opportunity"
],
[
"logic",
"belief",
"prove",
"choice",
"suppose",
"assume",
"understanding",
"reason",
"philosophy",
"proof"
],
[
"chip",
"warrant",
"encryption",
"encrypt",
"escrow",
"lawyer",
"criminal",
"secure",
"security",
"lock"
],
[
"offer",
"sell",
"purchase",
"buy",
"deal",
"warranty",
"sale",
"customer",
"dealer",
"shipping"
],
[
"motherboard",
"hardware",
"cpu",
"mhz",
"software",
"workstation",
"computer",
"vga",
"tech",
"install"
],
[
"pitcher",
"baseball",
"game",
"hockey",
"pitch",
"playoff",
"league",
"player",
"sport",
"team"
]
] | 6.099885 | intfloat/e5-large-v2 | 0.99 | 0.014886 | 0.212094 | 0.421855 |
20 Newsgroups Preprocessed | S³_angular | 42 | 20 | [
[
"encryption",
"encrypt",
"legitimate",
"security",
"secure",
"government",
"reasonable",
"privacy",
"constitution",
"legal"
],
[
"tax",
"fee",
"policy",
"registration",
"pay",
"insurance",
"cost",
"health",
"risk",
"treatment"
],
[
"contract",
"system",
"procedure",
"company",
"law",
"lay",
"settle",
"implement",
"production",
"manual"
],
[
"file",
"figure",
"paragraph",
"font",
"print",
"printer",
"sheet",
"exact",
"paper",
"page"
],
[
"baseball",
"playoff",
"player",
"team",
"game",
"pitcher",
"hockey",
"league",
"sport",
"score"
],
[
"lawyer",
"cop",
"doctor",
"criminal",
"guilty",
"patient",
"card",
"hand",
"reader",
"rape"
],
[
"access",
"difficulty",
"status",
"user",
"shift",
"restrict",
"bias",
"method",
"determine",
"traffic"
],
[
"estimate",
"consideration",
"suggestion",
"improvement",
"suggest",
"worth",
"hear",
"option",
"sense",
"improve"
],
[
"tech",
"dangerous",
"quickly",
"warning",
"danger",
"break",
"limited",
"processing",
"download",
"release"
],
[
"afford",
"budget",
"economic",
"year",
"annual",
"expensive",
"spend",
"greatly",
"storage",
"publish"
],
[
"taxis",
"culture",
"couple",
"politic",
"population",
"generation",
"citizen",
"folk",
"people",
"industry"
],
[
"info",
"batf",
"update",
"selection",
"sample",
"select",
"interview",
"discussion",
"archive",
"read"
],
[
"subject",
"wire",
"generally",
"equipment",
"amount",
"physical",
"chip",
"electronic",
"charge",
"research"
],
[
"net",
"unix",
"usenet",
"cpu",
"server",
"conference",
"add",
"message",
"computer",
"processor"
],
[
"mistake",
"problem",
"error",
"complain",
"trouble",
"wrong",
"confuse",
"unable",
"disagree",
"blame"
],
[
"buy",
"hear",
"wonderful",
"understand",
"office",
"suffer",
"sell",
"work",
"great",
"obtain"
],
[
"include",
"member",
"additional",
"background",
"coverage",
"status",
"access",
"official",
"annual",
"advance"
],
[
"send",
"post",
"phrase",
"address",
"deliver",
"posting",
"return",
"email",
"mail",
"mailing"
],
[
"draft",
"variable",
"guess",
"price",
"paint",
"range",
"chance",
"decide",
"flat",
"plain"
],
[
"time",
"century",
"clock",
"date",
"decade",
"hour",
"mile",
"minute",
"month",
"age"
]
] | 5.458486 | intfloat/e5-large-v2 | 0.98 | -0.047867 | 0.171436 | 0.277514 |
20 Newsgroups Preprocessed | S³_angular | 42 | 30 | [
[
"option",
"upgrade",
"choose",
"select",
"limited",
"mechanism",
"extend",
"engage",
"active",
"insist"
],
[
"year",
"annual",
"century",
"decade",
"earlier",
"summer",
"past",
"early",
"month",
"season"
],
[
"understand",
"remote",
"feel",
"translation",
"trust",
"yesterday",
"understanding",
"realize",
"translate",
"exchange"
],
[
"graphic",
"vga",
"vision",
"card",
"color",
"monitor",
"camera",
"screen",
"green",
"voltage"
],
[
"wonderful",
"good",
"fine",
"nice",
"great",
"acceptable",
"decent",
"sufficient",
"excellent",
"positive"
],
[
"meaning",
"balance",
"purpose",
"freedom",
"definition",
"circumstance",
"existence",
"personally",
"reason",
"homosexuality"
],
[
"memory",
"model",
"notion",
"impression",
"knowledge",
"register",
"instruction",
"computer",
"capability",
"inch"
],
[
"suggestion",
"advice",
"greatly",
"tough",
"pen",
"big",
"wouldn",
"couldn",
"suggest",
"letter"
],
[
"measure",
"combination",
"floor",
"room",
"level",
"price",
"session",
"cost",
"worth",
"combine"
],
[
"health",
"disease",
"treatment",
"medicine",
"medical",
"injury",
"doctor",
"hospital",
"pain",
"patient"
],
[
"wing",
"software",
"shareware",
"window",
"manager",
"unix",
"open",
"application",
"option",
"workstation"
],
[
"exact",
"faq",
"directly",
"approve",
"pro",
"percent",
"complete",
"percentage",
"contribute",
"perfect"
],
[
"space",
"orbit",
"earth",
"satellite",
"solar",
"rocket",
"universe",
"science",
"scientific",
"moon"
],
[
"citizen",
"economic",
"network",
"people",
"political",
"split",
"person",
"politic",
"couple",
"public"
],
[
"claim",
"prove",
"proof",
"excuse",
"assumption",
"explanation",
"obvious",
"assume",
"evidence",
"assert"
],
[
"possibility",
"worry",
"assure",
"start",
"chance",
"concern",
"concerned",
"expect",
"fund",
"hope"
],
[
"user",
"comment",
"effect",
"shift",
"engineer",
"prevent",
"parallel",
"rule",
"constitution",
"reference"
],
[
"figure",
"fundamental",
"bag",
"shape",
"term",
"factor",
"depth",
"file",
"sheet",
"map"
],
[
"auto",
"car",
"motorcycle",
"motor",
"ride",
"bike",
"vehicle",
"transmission",
"driver",
"tire"
],
[
"secret",
"lock",
"escrow",
"secure",
"encryption",
"encrypt",
"privacy",
"key",
"security",
"steal"
],
[
"news",
"noise",
"music",
"sound",
"hear",
"ring",
"story",
"audio",
"listen",
"broadcast"
],
[
"floppy",
"disk",
"scsi",
"motherboard",
"database",
"storage",
"drive",
"computer",
"hardware",
"unix"
],
[
"atheist",
"atheism",
"christianity",
"christian",
"religion",
"catholic",
"faith",
"god",
"doctrine",
"belief"
],
[
"publish",
"release",
"disclaimer",
"publication",
"title",
"side",
"equally",
"originally",
"distribute",
"view"
],
[
"advice",
"shouldn",
"warranty",
"consideration",
"suggest",
"argue",
"suggestion",
"extension",
"convince",
"idea"
],
[
"hang",
"hook",
"connector",
"cable",
"tie",
"corner",
"sign",
"left",
"touch",
"hand"
],
[
"joke",
"suck",
"kill",
"burn",
"throw",
"trick",
"experiment",
"simple",
"easy",
"silly"
],
[
"intent",
"learn",
"day",
"ability",
"select",
"mind",
"class",
"plane",
"choose",
"choice"
],
[
"league",
"ball",
"stat",
"bat",
"arm",
"baseball",
"player",
"pitcher",
"pitch",
"hit"
],
[
"surprised",
"apparently",
"possibly",
"question",
"average",
"faq",
"discussion",
"suddenly",
"unknown",
"curious"
]
] | 6.382485 | intfloat/e5-large-v2 | 0.97 | -0.036344 | 0.209416 | 0.338354 |
20 Newsgroups Preprocessed | S³_angular | 42 | 40 | [
[
"catholic",
"atheism",
"atheist",
"faith",
"religion",
"christian",
"religious",
"christianity",
"god",
"gospel"
],
[
"trouble",
"fix",
"problem",
"issue",
"solution",
"mistake",
"failure",
"error",
"difficult",
"concerned"
],
[
"suggest",
"discuss",
"discussion",
"suggestion",
"interested",
"propose",
"possibly",
"consideration",
"involve",
"wouldn"
],
[
"good",
"excellent",
"nice",
"fine",
"decent",
"great",
"wonderful",
"properly",
"acceptable",
"positive"
],
[
"area",
"ability",
"datum",
"attribute",
"zone",
"extent",
"level",
"aware",
"adjust",
"focus"
],
[
"modify",
"bite",
"turn",
"keyboard",
"original",
"forward",
"advance",
"button",
"amendment",
"move"
],
[
"price",
"corner",
"combination",
"session",
"combine",
"pick",
"floor",
"surface",
"room",
"park"
],
[
"oppose",
"deny",
"useless",
"ignorance",
"avoid",
"reject",
"stupid",
"suck",
"illegal",
"contrary"
],
[
"cpu",
"processor",
"motherboard",
"chip",
"fast",
"ram",
"mhz",
"faster",
"byte",
"bit"
],
[
"sound",
"listen",
"voice",
"hear",
"audio",
"talk",
"radio",
"speak",
"noise",
"speech"
],
[
"rely",
"operate",
"engage",
"enable",
"sit",
"manage",
"controller",
"instal",
"host",
"management"
],
[
"sort",
"detect",
"seek",
"find",
"curious",
"clue",
"discover",
"search",
"locate",
"odd"
],
[
"throw",
"package",
"stuff",
"phrase",
"writer",
"paragraph",
"push",
"writing",
"reason",
"rocket"
],
[
"weapon",
"arm",
"firearm",
"gun",
"armed",
"bullet",
"batf",
"battery",
"defense",
"violence"
],
[
"fire",
"proof",
"happen",
"apparently",
"flame",
"burn",
"smoke",
"hot",
"immediately",
"obvious"
],
[
"medical",
"disease",
"patient",
"doctor",
"health",
"medicine",
"hospital",
"drug",
"treatment",
"injury"
],
[
"fuel",
"department",
"instal",
"conference",
"warranty",
"house",
"final",
"design",
"center",
"seal"
],
[
"automatically",
"remove",
"recall",
"completely",
"eliminate",
"destroy",
"delete",
"ignore",
"reduce",
"identical"
],
[
"bio",
"easy",
"national",
"free",
"independent",
"faq",
"coverage",
"official",
"budget",
"clean"
],
[
"number",
"expansion",
"phone",
"long",
"option",
"call",
"length",
"telephone",
"extension",
"fax"
],
[
"car",
"automatic",
"drive",
"taxis",
"transmission",
"vehicle",
"dealer",
"auto",
"driver",
"traffic"
],
[
"regular",
"usual",
"typical",
"assume",
"expect",
"suppose",
"default",
"surprise",
"doubt",
"hint"
],
[
"enjoy",
"archive",
"comment",
"sample",
"info",
"update",
"link",
"btw",
"result",
"interview"
],
[
"question",
"explanation",
"faq",
"explain",
"answer",
"suppose",
"debate",
"perspective",
"thinking",
"experiment"
],
[
"genocide",
"armenian",
"turkish",
"massacre",
"soldier",
"israeli",
"arab",
"terrorist",
"jewish",
"war"
],
[
"favor",
"don",
"face",
"familiar",
"big",
"aid",
"expert",
"greatly",
"obtain",
"truck"
],
[
"space",
"orbit",
"satellite",
"earth",
"rocket",
"moon",
"science",
"solar",
"universe",
"scientific"
],
[
"job",
"notion",
"instruction",
"lot",
"load",
"ago",
"mile",
"capability",
"bit",
"inch"
],
[
"printer",
"president",
"government",
"intelligence",
"addition",
"constitution",
"newspaper",
"add",
"paper",
"telephone"
],
[
"power",
"imho",
"alternative",
"newsgroup",
"transmission",
"oil",
"operation",
"speed",
"package",
"exercise"
],
[
"court",
"lawyer",
"legal",
"trial",
"judge",
"law",
"warrant",
"case",
"evidence",
"permit"
],
[
"driver",
"engineer",
"comment",
"prevent",
"method",
"status",
"vote",
"bit",
"bother",
"work"
],
[
"connector",
"cable",
"plug",
"hook",
"connect",
"wire",
"input",
"connection",
"tie",
"pin"
],
[
"secure",
"encrypt",
"encryption",
"privacy",
"secret",
"security",
"key",
"steal",
"lock",
"escrow"
],
[
"floppy",
"disk",
"storage",
"scsi",
"backup",
"file",
"drive",
"device",
"database",
"directory"
],
[
"history",
"author",
"passage",
"literature",
"reading",
"book",
"chapter",
"scripture",
"read",
"library"
],
[
"unix",
"application",
"programming",
"program",
"shareware",
"window",
"software",
"operate",
"wing",
"app"
],
[
"upgrade",
"implementation",
"replacement",
"replace",
"rely",
"manufacturer",
"compatible",
"requirement",
"ensure",
"install"
],
[
"manage",
"execute",
"responsibility",
"shoot",
"idea",
"create",
"kill",
"life",
"die",
"control"
],
[
"couple",
"person",
"citizen",
"social",
"people",
"human",
"man",
"woman",
"guy",
"population"
]
] | 6.008308 | intfloat/e5-large-v2 | 0.9625 | -0.030466 | 0.203021 | 0.317267 |
20 Newsgroups Preprocessed | S³_angular | 42 | 50 | [
[
"cpu",
"race",
"processor",
"mhz",
"mass",
"chip",
"frequency",
"motherboard",
"binary",
"computer"
],
[
"notion",
"idea",
"board",
"corner",
"mind",
"entry",
"focus",
"attempt",
"poster",
"add"
],
[
"repair",
"protect",
"plan",
"organize",
"argument",
"improve",
"damage",
"hear",
"argue",
"preserve"
],
[
"connect",
"hook",
"connection",
"cable",
"connector",
"plug",
"wire",
"port",
"pin",
"tie"
],
[
"manager",
"flight",
"door",
"window",
"entry",
"mouse",
"wing",
"shell",
"run",
"keyboard"
],
[
"data",
"selection",
"select",
"observe",
"open",
"knowledge",
"choice",
"learn",
"advantage",
"economic"
],
[
"contribute",
"bring",
"provide",
"build",
"carry",
"belong",
"install",
"consist",
"load",
"prove"
],
[
"release",
"department",
"shot",
"territory",
"shoot",
"stock",
"technical",
"firearm",
"bullet",
"distribute"
],
[
"directly",
"confirm",
"delete",
"recall",
"recommend",
"exact",
"completely",
"ignore",
"identical",
"accurate"
],
[
"result",
"reality",
"lie",
"successful",
"error",
"perfect",
"fail",
"verify",
"achieve",
"success"
],
[
"license",
"logic",
"logical",
"belief",
"notion",
"hold",
"extend",
"battery",
"extension",
"storage"
],
[
"increase",
"addition",
"amendment",
"upgrade",
"update",
"move",
"advance",
"accept",
"commit",
"change"
],
[
"file",
"conversion",
"compress",
"convert",
"format",
"font",
"color",
"print",
"graphic",
"printer"
],
[
"street",
"ship",
"place",
"verse",
"neighbor",
"building",
"ground",
"logic",
"shipping",
"vehicle"
],
[
"engineer",
"workstation",
"professional",
"industry",
"career",
"work",
"equipment",
"company",
"engineering",
"manufacturer"
],
[
"follow",
"trace",
"page",
"street",
"paint",
"speech",
"troop",
"render",
"graphic",
"sign"
],
[
"limit",
"height",
"area",
"datum",
"minimum",
"zone",
"level",
"range",
"distance",
"stat"
],
[
"side",
"state",
"remain",
"majority",
"politic",
"political",
"slot",
"status",
"compromise",
"peace"
],
[
"federal",
"freedom",
"constitution",
"foreign",
"normal",
"water",
"fine",
"liberty",
"mother",
"front"
],
[
"screen",
"scale",
"monitor",
"mirror",
"watch",
"display",
"vga",
"camera",
"observe",
"voltage"
],
[
"purpose",
"objective",
"balance",
"personally",
"doctrine",
"homosexuality",
"necessarily",
"method",
"homosexual",
"behavior"
],
[
"call",
"telephone",
"warranty",
"service",
"phone",
"number",
"customer",
"option",
"fax",
"knock"
],
[
"news",
"modem",
"usenet",
"internet",
"net",
"newsgroup",
"network",
"traffic",
"newspaper",
"connect"
],
[
"card",
"bank",
"box",
"board",
"channel",
"center",
"site",
"master",
"set",
"server"
],
[
"defense",
"gun",
"firearm",
"armed",
"weapon",
"bullet",
"advocate",
"violence",
"shoot",
"political"
],
[
"team",
"game",
"playoff",
"hockey",
"penalty",
"sport",
"goal",
"win",
"canadian",
"final"
],
[
"pitch",
"pitcher",
"baseball",
"player",
"field",
"ball",
"owner",
"bat",
"judge",
"hit"
],
[
"quickly",
"assume",
"homosexuality",
"insurance",
"past",
"yesterday",
"policy",
"position",
"circumstance",
"shipping"
],
[
"pick",
"lot",
"combine",
"complex",
"session",
"surface",
"park",
"utility",
"combination",
"room"
],
[
"expensive",
"price",
"money",
"cost",
"budget",
"fee",
"pay",
"dollar",
"afford",
"tax"
],
[
"time",
"schedule",
"minute",
"clock",
"hour",
"delay",
"yesterday",
"longer",
"late",
"day"
],
[
"customer",
"man",
"couple",
"human",
"people",
"person",
"personal",
"guy",
"public",
"woman"
],
[
"confuse",
"oppose",
"differ",
"term",
"strange",
"suffer",
"lose",
"afraid",
"reject",
"edition"
],
[
"conference",
"paragraph",
"scsi",
"display",
"intelligence",
"volume",
"output",
"warrant",
"speaker",
"apple"
],
[
"opposite",
"quit",
"remove",
"refuse",
"deny",
"eliminate",
"oppose",
"reject",
"avoid",
"ignore"
],
[
"size",
"guess",
"pick",
"manufacturer",
"forget",
"strategy",
"average",
"replacement",
"mile",
"million"
],
[
"sale",
"sell",
"deal",
"dealer",
"offer",
"purchase",
"vendor",
"market",
"buy",
"exchange"
],
[
"conclusion",
"admit",
"bias",
"background",
"evidence",
"remark",
"generally",
"apparent",
"oppose",
"closely"
],
[
"earth",
"satellite",
"orbit",
"space",
"rocket",
"launch",
"moon",
"universe",
"science",
"shuttle"
],
[
"book",
"scripture",
"library",
"reading",
"literature",
"author",
"read",
"reader",
"manual",
"publication"
],
[
"question",
"faq",
"debate",
"explain",
"explanation",
"reply",
"answer",
"exchange",
"interview",
"experiment"
],
[
"encrypt",
"encryption",
"key",
"lock",
"steal",
"secret",
"secure",
"clipper",
"privacy",
"security"
],
[
"troop",
"board",
"bio",
"bit",
"bet",
"bus",
"motherboard",
"vga",
"card",
"driver"
],
[
"list",
"private",
"registration",
"participate",
"ready",
"installation",
"responsible",
"public",
"high",
"church"
],
[
"trial",
"innocent",
"attempt",
"remove",
"miss",
"easy",
"replace",
"replacement",
"aim",
"initial"
],
[
"achieve",
"advanced",
"advance",
"advantage",
"increase",
"faster",
"realize",
"action",
"accomplish",
"upgrade"
],
[
"reverse",
"clipper",
"screw",
"freedom",
"battery",
"wound",
"pain",
"power",
"back",
"work"
],
[
"find",
"search",
"detect",
"discover",
"investigation",
"locate",
"seek",
"examine",
"sort",
"clue"
],
[
"ticket",
"multiple",
"side",
"operation",
"opinion",
"package",
"imho",
"plane",
"press",
"processing"
],
[
"article",
"hurt",
"damage",
"protection",
"protect",
"forget",
"edit",
"couldn",
"injury",
"destroy"
]
] | 7.922463 | intfloat/e5-large-v2 | 0.908 | -0.063177 | 0.173631 | 0.272796 |
20 Newsgroups Preprocessed | S³_combined | 42 | 10 | [
[
"program",
"conference",
"compile",
"usenet",
"unix",
"server",
"shareware",
"software",
"message",
"programming"
],
[
"trace",
"procedure",
"code",
"minute",
"locate",
"note",
"sequence",
"hour",
"law",
"zone"
],
[
"consideration",
"interpretation",
"datum",
"century",
"advocate",
"percentage",
"percent",
"batf",
"aren",
"enforcement"
],
[
"update",
"reply",
"info",
"year",
"interested",
"article",
"comment",
"archive",
"batf",
"discussion"
],
[
"progress",
"excellent",
"purpose",
"objective",
"effective",
"increase",
"plan",
"significant",
"scientific",
"scheme"
],
[
"atheism",
"suppose",
"logic",
"belief",
"philosophy",
"assume",
"assumption",
"prove",
"knowledge",
"morality"
],
[
"secure",
"encrypt",
"criminal",
"security",
"encryption",
"warrant",
"escrow",
"arrest",
"chip",
"legal"
],
[
"deal",
"purchase",
"warranty",
"sell",
"offer",
"sale",
"mailing",
"buy",
"dealer",
"telephone"
],
[
"motherboard",
"hardware",
"workstation",
"cpu",
"software",
"vga",
"computer",
"technical",
"mhz",
"scsi"
],
[
"hockey",
"baseball",
"game",
"player",
"league",
"playoff",
"pitcher",
"pitch",
"sport",
"play"
]
] | 5.899286 | intfloat/e5-large-v2 | 0.98 | 0.009283 | 0.209288 | 0.418075 |
20 Newsgroups Preprocessed | S³_combined | 42 | 20 | [
[
"reasonable",
"constitution",
"security",
"government",
"privacy",
"legitimate",
"encrypt",
"encryption",
"secure",
"legal"
],
[
"policy",
"health",
"cost",
"risk",
"fee",
"insurance",
"registration",
"treatment",
"pay",
"medicine"
],
[
"implement",
"trade",
"system",
"consist",
"lay",
"procedure",
"documentation",
"manual",
"contract",
"implementation"
],
[
"file",
"print",
"figure",
"printer",
"publication",
"graphic",
"point",
"font",
"sheet",
"publish"
],
[
"baseball",
"league",
"playoff",
"hockey",
"sport",
"game",
"player",
"pitcher",
"team",
"score"
],
[
"victim",
"doctor",
"card",
"patient",
"cop",
"lawyer",
"criminal",
"guilty",
"injury",
"hand"
],
[
"police",
"difficulty",
"method",
"status",
"shift",
"traffic",
"access",
"user",
"bias",
"determine"
],
[
"suggestion",
"improvement",
"hear",
"consideration",
"estimate",
"suggest",
"sense",
"improve",
"listen",
"impression"
],
[
"dangerous",
"danger",
"warning",
"injury",
"medical",
"expensive",
"security",
"risk",
"attack",
"release"
],
[
"expensive",
"spend",
"year",
"publish",
"annual",
"greatly",
"earlier",
"great",
"afford",
"excellent"
],
[
"politic",
"taxis",
"culture",
"folk",
"people",
"population",
"couple",
"industry",
"human",
"homosexuality"
],
[
"interview",
"archive",
"update",
"select",
"info",
"lot",
"sample",
"selection",
"discussion",
"batf"
],
[
"significantly",
"equipment",
"physical",
"wire",
"electronic",
"scientific",
"subject",
"research",
"amount",
"generally"
],
[
"server",
"usenet",
"message",
"receive",
"cpu",
"speak",
"mind",
"genocide",
"conference",
"talk"
],
[
"problem",
"error",
"mistake",
"trouble",
"wrong",
"confuse",
"complain",
"unable",
"disagree",
"complaint"
],
[
"wonderful",
"understand",
"hear",
"buy",
"great",
"office",
"suffer",
"obtain",
"work",
"eat"
],
[
"interested",
"additional",
"annual",
"background",
"notice",
"coverage",
"access",
"status",
"official",
"advance"
],
[
"deliver",
"posting",
"mail",
"address",
"send",
"email",
"post",
"phrase",
"mailing",
"publish"
],
[
"variable",
"price",
"paint",
"draft",
"lot",
"guess",
"draw",
"render",
"plan",
"shape"
],
[
"decade",
"hour",
"frequency",
"year",
"clock",
"time",
"minute",
"date",
"age",
"day"
]
] | 5.706323 | intfloat/e5-large-v2 | 0.935 | -0.051615 | 0.17174 | 0.264784 |
20 Newsgroups Preprocessed | S³_combined | 42 | 30 | [
[
"imply",
"suggestion",
"involve",
"suggest",
"engage",
"active",
"oppose",
"consideration",
"strategy",
"mechanism"
],
[
"early",
"past",
"century",
"earlier",
"year",
"annual",
"decade",
"history",
"date",
"summer"
],
[
"translation",
"realize",
"remote",
"translate",
"understand",
"receive",
"discover",
"trust",
"yesterday",
"moment"
],
[
"color",
"monitor",
"graphic",
"screen",
"camera",
"vga",
"render",
"voltage",
"card",
"vision"
],
[
"good",
"nice",
"decent",
"excellent",
"great",
"wonderful",
"sufficient",
"positive",
"acceptable",
"perfectly"
],
[
"purpose",
"circumstance",
"atheist",
"atheism",
"existence",
"ignorance",
"freedom",
"personally",
"doctrine",
"necessarily"
],
[
"impression",
"instruction",
"register",
"manufacture",
"interface",
"memory",
"model",
"notion",
"range",
"knowledge"
],
[
"suggest",
"suggestion",
"advice",
"greatly",
"pen",
"interested",
"big",
"involve",
"tough",
"extremely"
],
[
"room",
"level",
"cost",
"combination",
"clock",
"floor",
"price",
"combine",
"measure",
"sale"
],
[
"injury",
"disease",
"doctor",
"hospital",
"patient",
"health",
"medical",
"medicine",
"treatment",
"pain"
],
[
"window",
"software",
"manager",
"workstation",
"file",
"wing",
"shareware",
"unix",
"option",
"application"
],
[
"directly",
"perfect",
"percent",
"publish",
"approve",
"manufacturer",
"reliable",
"complete",
"exact",
"percentage"
],
[
"universe",
"orbit",
"earth",
"satellite",
"space",
"rocket",
"solar",
"science",
"scientific",
"launch"
],
[
"people",
"person",
"public",
"network",
"couple",
"population",
"politic",
"economic",
"human",
"political"
],
[
"proof",
"excuse",
"confirm",
"evidence",
"assert",
"assumption",
"witness",
"prove",
"claim",
"assume"
],
[
"expect",
"concerned",
"concern",
"start",
"hope",
"ensure",
"worry",
"possibility",
"assume",
"chance"
],
[
"playoff",
"driver",
"engineer",
"prevent",
"comment",
"effect",
"race",
"user",
"drive",
"police"
],
[
"figure",
"file",
"shape",
"algorithm",
"fundamental",
"find",
"sheet",
"point",
"depth",
"sort"
],
[
"motorcycle",
"car",
"auto",
"bike",
"vehicle",
"ride",
"driver",
"drive",
"motor",
"engine"
],
[
"privacy",
"key",
"encrypt",
"security",
"encryption",
"secure",
"algorithm",
"lock",
"steal",
"secret"
],
[
"audio",
"listen",
"worship",
"radio",
"noise",
"hear",
"broadcast",
"sound",
"news",
"live"
],
[
"storage",
"scsi",
"floppy",
"drive",
"database",
"motherboard",
"disk",
"hardware",
"shuttle",
"directory"
],
[
"faith",
"christianity",
"christian",
"atheist",
"catholic",
"religion",
"atheism",
"religious",
"belief",
"god"
],
[
"publish",
"disclaimer",
"bike",
"release",
"publication",
"distribute",
"maintain",
"view",
"ensure",
"edition"
],
[
"idea",
"advice",
"warranty",
"suggest",
"shouldn",
"consideration",
"argue",
"convince",
"suggestion",
"extension"
],
[
"hang",
"sign",
"connector",
"connection",
"hook",
"cable",
"hand",
"corner",
"tie",
"manual"
],
[
"throw",
"kill",
"burn",
"experiment",
"easy",
"destroy",
"idea",
"joke",
"execute",
"trick"
],
[
"intent",
"mind",
"memory",
"select",
"learn",
"choose",
"ability",
"day",
"demonstrate",
"personal"
],
[
"stat",
"player",
"baseball",
"bat",
"league",
"ball",
"pitcher",
"pitch",
"arm",
"hit"
],
[
"possibly",
"suddenly",
"faq",
"apparently",
"average",
"discussion",
"question",
"surprised",
"curious",
"unknown"
]
] | 5.685205 | intfloat/e5-large-v2 | 0.933333 | -0.024822 | 0.20573 | 0.330048 |
20 Newsgroups Preprocessed | S³_combined | 42 | 40 | [
[
"christianity",
"catholic",
"christian",
"religion",
"religious",
"atheism",
"faith",
"atheist",
"church",
"gospel"
],
[
"error",
"fix",
"problem",
"issue",
"solution",
"trouble",
"concerned",
"mistake",
"failure",
"worry"
],
[
"suggestion",
"suggest",
"consideration",
"discussion",
"possibly",
"interested",
"involve",
"discuss",
"propose",
"concerned"
],
[
"decent",
"good",
"excellent",
"great",
"nice",
"wonderful",
"acceptable",
"positive",
"fine",
"perfect"
],
[
"area",
"ability",
"point",
"location",
"level",
"datum",
"aware",
"attribute",
"aspect",
"zone"
],
[
"amendment",
"turn",
"modify",
"bite",
"forward",
"keyboard",
"button",
"move",
"advance",
"suddenly"
],
[
"floor",
"facility",
"combine",
"price",
"room",
"corner",
"sale",
"session",
"storage",
"lot"
],
[
"avoid",
"ignorance",
"deny",
"contrary",
"refuse",
"reject",
"oppose",
"ignore",
"useless",
"stupid"
],
[
"processor",
"chip",
"cpu",
"mhz",
"motherboard",
"bus",
"faster",
"bit",
"fast",
"race"
],
[
"speak",
"listen",
"audio",
"hear",
"talk",
"voice",
"sound",
"noise",
"broadcast",
"speech"
],
[
"enable",
"sit",
"manage",
"host",
"engage",
"controller",
"operate",
"claim",
"rely",
"reliable"
],
[
"search",
"find",
"seek",
"locate",
"discover",
"detect",
"curious",
"investigation",
"sort",
"clue"
],
[
"posting",
"paragraph",
"phrase",
"push",
"writing",
"throw",
"write",
"package",
"stuff",
"rocket"
],
[
"battery",
"weapon",
"armed",
"firearm",
"gun",
"bullet",
"defense",
"violence",
"protection",
"arm"
],
[
"smoke",
"immediately",
"proof",
"hot",
"burn",
"witness",
"flame",
"fire",
"happen",
"accident"
],
[
"treatment",
"medical",
"health",
"medicine",
"disease",
"patient",
"doctor",
"hospital",
"injury",
"drug"
],
[
"instal",
"design",
"warrant",
"conference",
"maintain",
"remember",
"community",
"poster",
"security",
"point"
],
[
"remove",
"delete",
"eliminate",
"destroy",
"recall",
"completely",
"reduce",
"ignore",
"recommend",
"identical"
],
[
"coverage",
"budget",
"easy",
"bio",
"free",
"clean",
"official",
"perfect",
"finally",
"national"
],
[
"phone",
"warrant",
"telephone",
"contact",
"long",
"call",
"number",
"knock",
"depth",
"land"
],
[
"transmission",
"vehicle",
"car",
"traffic",
"taxis",
"dealer",
"driver",
"drive",
"auto",
"engine"
],
[
"typical",
"guess",
"assume",
"usual",
"regular",
"suppose",
"expect",
"doubt",
"surprise",
"hint"
],
[
"enjoy",
"sample",
"comment",
"archive",
"lot",
"bio",
"update",
"result",
"info",
"interview"
],
[
"question",
"explain",
"faq",
"answer",
"explanation",
"debate",
"suppose",
"guess",
"reply",
"thinking"
],
[
"massacre",
"terrorist",
"genocide",
"israeli",
"jewish",
"soldier",
"kill",
"war",
"arab",
"armenian"
],
[
"require",
"greatly",
"big",
"obtain",
"face",
"large",
"familiar",
"approach",
"aid",
"contact"
],
[
"universe",
"space",
"earth",
"satellite",
"science",
"orbit",
"scientific",
"rocket",
"launch",
"moon"
],
[
"instruction",
"notion",
"bit",
"mile",
"ago",
"lot",
"load",
"license",
"job",
"impression"
],
[
"printer",
"government",
"president",
"newspaper",
"intelligence",
"telephone",
"constitution",
"addition",
"print",
"add"
],
[
"operation",
"power",
"transmission",
"speed",
"compression",
"newsgroup",
"powerful",
"ticket",
"package",
"express"
],
[
"court",
"legal",
"lawyer",
"law",
"case",
"judge",
"enforcement",
"warrant",
"evidence",
"prove"
],
[
"driver",
"comment",
"engineer",
"prevent",
"method",
"bit",
"drive",
"work",
"status",
"reader"
],
[
"hook",
"tie",
"connect",
"connection",
"input",
"cable",
"plug",
"connector",
"wire",
"signal"
],
[
"security",
"secure",
"encryption",
"encrypt",
"privacy",
"secret",
"key",
"steal",
"algorithm",
"lock"
],
[
"scsi",
"backup",
"drive",
"storage",
"floppy",
"disk",
"file",
"driver",
"database",
"shuttle"
],
[
"passage",
"scripture",
"book",
"reading",
"read",
"history",
"literature",
"chapter",
"restrict",
"tradition"
],
[
"shareware",
"window",
"program",
"application",
"run",
"unix",
"programming",
"wing",
"operate",
"software"
],
[
"rely",
"implementation",
"compatible",
"replacement",
"manufacturer",
"ensure",
"requirement",
"verify",
"require",
"install"
],
[
"kill",
"execute",
"die",
"shoot",
"delete",
"idea",
"manage",
"create",
"responsibility",
"registration"
],
[
"population",
"couple",
"man",
"person",
"people",
"human",
"woman",
"citizen",
"social",
"folk"
]
] | 6.051094 | intfloat/e5-large-v2 | 0.9225 | -0.025792 | 0.201366 | 0.295698 |
20 Newsgroups Preprocessed | S³_combined | 42 | 50 | [
[
"motherboard",
"frequency",
"mhz",
"algorithm",
"cpu",
"processor",
"race",
"chip",
"binary",
"motor"
],
[
"board",
"idea",
"notion",
"mind",
"corner",
"focus",
"motif",
"entry",
"add",
"poster"
],
[
"repair",
"argue",
"protect",
"damage",
"preserve",
"hear",
"plan",
"organize",
"argument",
"improve"
],
[
"connector",
"connect",
"plug",
"cable",
"connection",
"hook",
"tie",
"wire",
"port",
"pin"
],
[
"door",
"wing",
"flight",
"window",
"motif",
"run",
"manager",
"entry",
"keyboard",
"mouse"
],
[
"knowledge",
"advantage",
"observe",
"selection",
"open",
"select",
"learn",
"choice",
"discover",
"choose"
],
[
"bring",
"belong",
"carry",
"provide",
"build",
"prove",
"install",
"contribute",
"consist",
"include"
],
[
"facility",
"weapon",
"department",
"shoot",
"territory",
"shot",
"distribute",
"firearm",
"release",
"medicine"
],
[
"completely",
"delete",
"exact",
"confirm",
"require",
"precisely",
"ignore",
"recommend",
"immediately",
"identical"
],
[
"success",
"fail",
"error",
"successful",
"result",
"verify",
"perfect",
"achieve",
"claim",
"false"
],
[
"belief",
"logical",
"storage",
"battery",
"notion",
"license",
"logic",
"hold",
"extend",
"registration"
],
[
"update",
"upgrade",
"move",
"increase",
"addition",
"announce",
"announcement",
"commit",
"advance",
"amendment"
],
[
"graphic",
"print",
"file",
"color",
"font",
"conversion",
"convert",
"format",
"printer",
"compress"
],
[
"site",
"neighbor",
"church",
"place",
"ground",
"verse",
"vehicle",
"setup",
"street",
"building"
],
[
"professional",
"workstation",
"work",
"industry",
"career",
"engineer",
"equipment",
"manufacturer",
"management",
"company"
],
[
"paint",
"speech",
"graphic",
"sign",
"page",
"troop",
"follow",
"trace",
"street",
"render"
],
[
"area",
"datum",
"range",
"level",
"minimum",
"distance",
"limit",
"volume",
"stat",
"height"
],
[
"politic",
"political",
"side",
"state",
"majority",
"remain",
"slot",
"status",
"compromise",
"peace"
],
[
"foreign",
"constitution",
"fine",
"freedom",
"normal",
"federal",
"mother",
"fan",
"reserve",
"regular"
],
[
"monitor",
"display",
"screen",
"watch",
"camera",
"observe",
"voltage",
"vga",
"view",
"mirror"
],
[
"personally",
"purpose",
"doctrine",
"necessarily",
"homosexuality",
"objective",
"reliable",
"homosexual",
"circumstance",
"atheism"
],
[
"phone",
"telephone",
"number",
"service",
"option",
"warranty",
"call",
"customer",
"contact",
"warrant"
],
[
"network",
"net",
"internet",
"usenet",
"modem",
"newsgroup",
"connect",
"news",
"traffic",
"connection"
],
[
"server",
"setup",
"set",
"board",
"usenet",
"site",
"bank",
"channel",
"card",
"master"
],
[
"bullet",
"shoot",
"gun",
"armed",
"firearm",
"weapon",
"defense",
"violence",
"advocate",
"battery"
],
[
"playoff",
"hockey",
"penalty",
"sport",
"goal",
"team",
"win",
"tie",
"game",
"final"
],
[
"pitcher",
"player",
"ball",
"baseball",
"bat",
"league",
"field",
"hit",
"judge",
"pitch"
],
[
"insurance",
"position",
"policy",
"quickly",
"past",
"circumstance",
"assume",
"solution",
"homosexuality",
"yesterday"
],
[
"complex",
"lot",
"combine",
"surface",
"configuration",
"room",
"pick",
"sale",
"park",
"session"
],
[
"price",
"cost",
"budget",
"afford",
"fee",
"tax",
"expensive",
"pay",
"money",
"insurance"
],
[
"time",
"minute",
"clock",
"hour",
"schedule",
"delay",
"late",
"yesterday",
"longer",
"wait"
],
[
"person",
"people",
"couple",
"human",
"man",
"guy",
"personal",
"patient",
"customer",
"public"
],
[
"suffer",
"term",
"differ",
"strange",
"oppose",
"confuse",
"lose",
"edition",
"reject",
"afraid"
],
[
"speaker",
"display",
"paragraph",
"volume",
"output",
"warrant",
"production",
"scsi",
"intelligence",
"conference"
],
[
"refuse",
"reject",
"avoid",
"oppose",
"remove",
"opposite",
"eliminate",
"quit",
"deny",
"restrict"
],
[
"forget",
"size",
"manufacturer",
"guess",
"strategy",
"pick",
"million",
"remember",
"average",
"memory"
],
[
"sale",
"sell",
"purchase",
"dealer",
"convince",
"market",
"buy",
"offer",
"deal",
"export"
],
[
"background",
"admit",
"bias",
"evidence",
"remark",
"generally",
"conclusion",
"oppose",
"apparent",
"closely"
],
[
"scientific",
"shuttle",
"rocket",
"space",
"earth",
"launch",
"satellite",
"universe",
"orbit",
"science"
],
[
"library",
"reading",
"read",
"scripture",
"literature",
"book",
"publication",
"author",
"reader",
"writing"
],
[
"guess",
"response",
"respond",
"reply",
"answer",
"debate",
"faq",
"explanation",
"question",
"explain"
],
[
"secure",
"lock",
"encryption",
"security",
"key",
"steal",
"privacy",
"clipper",
"encrypt",
"secret"
],
[
"bus",
"card",
"bit",
"motherboard",
"vga",
"bio",
"driver",
"troop",
"board",
"document"
],
[
"responsible",
"participate",
"registration",
"high",
"interested",
"private",
"ready",
"list",
"register",
"public"
],
[
"easy",
"remove",
"replace",
"innocent",
"trial",
"miss",
"aim",
"shareware",
"clean",
"attempt"
],
[
"advanced",
"achieve",
"faster",
"advance",
"advantage",
"engage",
"accomplish",
"quickly",
"action",
"fast"
],
[
"reverse",
"wound",
"clipper",
"power",
"work",
"screw",
"battery",
"freedom",
"powerful",
"pain"
],
[
"locate",
"search",
"find",
"discover",
"seek",
"detect",
"investigation",
"examine",
"guess",
"clue"
],
[
"operation",
"processing",
"imho",
"press",
"package",
"ticket",
"power",
"reaction",
"matter",
"reasonable"
],
[
"protection",
"damage",
"article",
"hurt",
"forget",
"protect",
"destroy",
"edit",
"amazing",
"injury"
]
] | 7.326107 | intfloat/e5-large-v2 | 0.892 | -0.058252 | 0.180915 | 0.276494 |
20 Newsgroups Preprocessed | CombinedTM | 42 | 10 | [
[
"question",
"belief",
"thing",
"sin",
"truth",
"human",
"christian",
"church",
"faith",
"point"
],
[
"patient",
"year",
"study",
"launch",
"drug",
"space",
"medical",
"mission",
"orbit",
"earth"
],
[
"player",
"team",
"season",
"game",
"goal",
"score",
"baseball",
"league",
"play",
"year"
],
[
"scsi",
"disk",
"drive",
"card",
"bus",
"pin",
"ram",
"cpu",
"controller",
"speed"
],
[
"window",
"format",
"entry",
"color",
"file",
"display",
"include",
"server",
"widget",
"image"
],
[
"turkish",
"kill",
"people",
"child",
"israeli",
"gun",
"crime",
"country",
"genocide",
"war"
],
[
"nice",
"lock",
"shift",
"chain",
"consist",
"hole",
"ride",
"motorcycle",
"powerful",
"frequently"
],
[
"encryption",
"enforcement",
"clipper",
"secure",
"chip",
"agency",
"security",
"key",
"privacy",
"private"
],
[
"sale",
"interested",
"shipping",
"advance",
"offer",
"condition",
"excellent",
"reply",
"fax",
"ship"
],
[
"permit",
"recent",
"previous",
"portion",
"consistent",
"consist",
"frequently",
"importance",
"status",
"typical"
]
] | 1,042.793924 | intfloat/e5-large-v2 | 0.97 | 0.077675 | 0.161629 | 0.457481 |
20 Newsgroups Preprocessed | CombinedTM | 42 | 20 | [
[
"key",
"encryption",
"chip",
"enforcement",
"law",
"security",
"secure",
"agency",
"clipper",
"privacy"
],
[
"existence",
"belief",
"question",
"universe",
"atheist",
"exist",
"human",
"truth",
"religion",
"science"
],
[
"portion",
"advance",
"achieve",
"draw",
"consistent",
"solve",
"previously",
"consist",
"verify",
"instance"
],
[
"population",
"muslim",
"israeli",
"genocide",
"jewish",
"turkish",
"war",
"land",
"armenian",
"army"
],
[
"email",
"internet",
"post",
"newsgroup",
"address",
"mail",
"news",
"mailing",
"list",
"article"
],
[
"controller",
"transfer",
"disk",
"drive",
"bus",
"floppy",
"scsi",
"problem",
"hard",
"bio"
],
[
"passage",
"sin",
"teach",
"scripture",
"church",
"word",
"man",
"verse",
"doctrine",
"love"
],
[
"image",
"system",
"quality",
"software",
"tool",
"version",
"file",
"color",
"compression",
"format"
],
[
"floor",
"start",
"make",
"time",
"people",
"thing",
"door",
"room",
"happen",
"back"
],
[
"wire",
"ground",
"car",
"engine",
"circuit",
"temperature",
"power",
"light",
"water",
"voltage"
],
[
"batf",
"warrant",
"compound",
"gas",
"israeli",
"tank",
"fire",
"civilian",
"arrest",
"innocent"
],
[
"game",
"player",
"play",
"period",
"team",
"score",
"league",
"goal",
"season",
"year"
],
[
"satellite",
"shuttle",
"mission",
"space",
"launch",
"flight",
"year",
"conference",
"orbit",
"station"
],
[
"video",
"card",
"price",
"printer",
"offer",
"shipping",
"vga",
"sale",
"monitor",
"bag"
],
[
"exit",
"widget",
"window",
"entry",
"font",
"variable",
"button",
"string",
"error",
"manager"
],
[
"baseball",
"watch",
"pen",
"series",
"cap",
"final",
"ranger",
"lose",
"fan",
"devil"
],
[
"cheap",
"dollar",
"company",
"pay",
"sell",
"cost",
"sale",
"market",
"worth",
"excellent"
],
[
"health",
"doctor",
"drug",
"medical",
"patient",
"study",
"rate",
"firearm",
"risk",
"gun"
],
[
"portion",
"fill",
"frequently",
"examine",
"represent",
"consistent",
"due",
"pre",
"speech",
"progress"
],
[
"dog",
"motorcycle",
"side",
"bike",
"left",
"lock",
"ride",
"pull",
"bar",
"turn"
]
] | 1,065.939073 | intfloat/e5-large-v2 | 0.975 | 0.111804 | 0.175296 | 0.519467 |
20 Newsgroups Preprocessed | CombinedTM | 42 | 30 | [
[
"tradition",
"amendment",
"meaning",
"text",
"specifically",
"context",
"make",
"specific",
"sentence",
"translation"
],
[
"address",
"list",
"request",
"send",
"mail",
"conference",
"mailing",
"internet",
"post",
"vote"
],
[
"card",
"bus",
"bit",
"scsi",
"fast",
"port",
"serial",
"chip",
"mhz",
"block"
],
[
"introduce",
"eventually",
"express",
"exercise",
"contribute",
"impossible",
"examine",
"improvement",
"numerous",
"limited"
],
[
"serve",
"knock",
"violate",
"responsible",
"due",
"charge",
"confuse",
"funny",
"warrant",
"aren"
],
[
"play",
"team",
"goal",
"game",
"season",
"penalty",
"period",
"pick",
"score",
"hockey"
],
[
"player",
"good",
"hit",
"average",
"basis",
"predict",
"year",
"double",
"ability",
"baseball"
],
[
"floppy",
"power",
"pin",
"switch",
"cable",
"drive",
"connector",
"disk",
"supply",
"voltage"
],
[
"history",
"genocide",
"massacre",
"armenian",
"muslim",
"turkish",
"population",
"war",
"army",
"russian"
],
[
"agent",
"compound",
"fire",
"tank",
"gas",
"batf",
"people",
"building",
"police",
"cult"
],
[
"freedom",
"society",
"israeli",
"peace",
"state",
"moral",
"constitution",
"gun",
"amendment",
"party"
],
[
"dog",
"lose",
"watch",
"series",
"pen",
"baseball",
"win",
"cap",
"devil",
"guy"
],
[
"degree",
"launch",
"mission",
"planet",
"space",
"solar",
"satellite",
"system",
"flight",
"orbit"
],
[
"advance",
"directly",
"reply",
"summary",
"interested",
"net",
"greatly",
"info",
"respond",
"print"
],
[
"sell",
"buy",
"pay",
"sale",
"excellent",
"company",
"condition",
"offer",
"price",
"cheap"
],
[
"job",
"work",
"education",
"money",
"good",
"food",
"budget",
"people",
"make",
"spend"
],
[
"shipping",
"sale",
"offer",
"bag",
"condition",
"annual",
"card",
"cover",
"monitor",
"price"
],
[
"remark",
"file",
"section",
"rule",
"entry",
"output",
"build",
"program",
"exit",
"byte"
],
[
"color",
"draw",
"convert",
"image",
"display",
"edge",
"plane",
"widget",
"code",
"format"
],
[
"doctor",
"room",
"car",
"pain",
"back",
"time",
"afraid",
"floor",
"neighbor",
"door"
],
[
"health",
"disease",
"number",
"medical",
"study",
"patient",
"treatment",
"drug",
"risk",
"rate"
],
[
"existence",
"universe",
"science",
"atheist",
"atheism",
"evidence",
"exist",
"question",
"belief",
"theory"
],
[
"accurate",
"highly",
"vary",
"unique",
"equivalent",
"previously",
"exact",
"successful",
"manner",
"introduce"
],
[
"numerous",
"couple",
"longer",
"due",
"extend",
"ago",
"complain",
"eventually",
"portion",
"travel"
],
[
"key",
"encryption",
"clipper",
"enforcement",
"privacy",
"chip",
"conversation",
"phone",
"agency",
"secure"
],
[
"faith",
"life",
"eternal",
"sin",
"love",
"teach",
"doctrine",
"church",
"pray",
"hell"
],
[
"homosexual",
"homosexuality",
"gay",
"sex",
"sexual",
"truth",
"absolute",
"relationship",
"behavior",
"nature"
],
[
"run",
"problem",
"font",
"server",
"mouse",
"window",
"client",
"screen",
"load",
"application"
],
[
"good",
"support",
"system",
"software",
"make",
"tape",
"version",
"keyboard",
"tool",
"package"
],
[
"bike",
"engine",
"oil",
"ride",
"water",
"shift",
"road",
"pull",
"gas",
"car"
]
] | 1,081.907333 | intfloat/e5-large-v2 | 0.933333 | 0.085896 | 0.16411 | 0.494126 |
20 Newsgroups Preprocessed | CombinedTM | 42 | 40 | [
[
"public",
"system",
"user",
"mail",
"software",
"search",
"database",
"distribution",
"internet",
"version"
],
[
"display",
"event",
"convert",
"color",
"widget",
"button",
"expose",
"application",
"table",
"font"
],
[
"enforcement",
"conversation",
"algorithm",
"encryption",
"chip",
"key",
"phone",
"privacy",
"device",
"agency"
],
[
"energy",
"temperature",
"water",
"heat",
"planet",
"earth",
"moon",
"solar",
"hole",
"orbit"
],
[
"amendment",
"firearm",
"gun",
"crime",
"rate",
"case",
"law",
"violent",
"page",
"report"
],
[
"win",
"game",
"goal",
"period",
"series",
"lose",
"score",
"shot",
"play",
"team"
],
[
"careful",
"widely",
"eventually",
"lay",
"surprised",
"consist",
"virtually",
"numerous",
"popular",
"extreme"
],
[
"guy",
"pen",
"baseball",
"cap",
"coverage",
"fan",
"watch",
"night",
"surprise",
"pretty"
],
[
"cover",
"bag",
"annual",
"print",
"price",
"sign",
"copy",
"buy",
"book",
"issue"
],
[
"health",
"treat",
"drug",
"food",
"patient",
"doctor",
"medicine",
"medical",
"treatment",
"disease"
],
[
"font",
"load",
"client",
"driver",
"server",
"window",
"run",
"ram",
"resource",
"performance"
],
[
"arab",
"country",
"israeli",
"peace",
"jewish",
"territory",
"civilian",
"state",
"target",
"land"
],
[
"time",
"pain",
"beat",
"floor",
"back",
"pray",
"door",
"neighbor",
"afraid",
"people"
],
[
"post",
"news",
"newsgroup",
"group",
"article",
"list",
"usenet",
"posting",
"vote",
"mailing"
],
[
"soviet",
"turkish",
"muslim",
"russian",
"army",
"genocide",
"massacre",
"armenian",
"village",
"population"
],
[
"people",
"thing",
"amendment",
"church",
"society",
"make",
"constitution",
"work",
"question",
"job"
],
[
"player",
"good",
"year",
"hit",
"career",
"double",
"average",
"pitch",
"league",
"basis"
],
[
"money",
"criminal",
"pay",
"gun",
"market",
"illegal",
"insurance",
"tax",
"cost",
"crime"
],
[
"separate",
"possibly",
"express",
"frequently",
"immediately",
"excuse",
"fill",
"step",
"politic",
"complaint"
],
[
"quote",
"homosexuality",
"book",
"word",
"translation",
"text",
"tradition",
"hang",
"passage",
"act"
],
[
"buy",
"hardware",
"cost",
"modem",
"wide",
"scsi",
"quality",
"device",
"work",
"sound"
],
[
"ground",
"power",
"image",
"input",
"voltage",
"supply",
"green",
"signal",
"switch",
"pin"
],
[
"engine",
"lock",
"brake",
"oil",
"car",
"tire",
"front",
"seat",
"wheel",
"road"
],
[
"editor",
"write",
"author",
"line",
"book",
"title",
"entry",
"source",
"text",
"submit"
],
[
"year",
"president",
"season",
"announce",
"meeting",
"draft",
"make",
"consideration",
"round",
"press"
],
[
"bike",
"left",
"ride",
"dog",
"side",
"motorcycle",
"stop",
"pull",
"front",
"turn"
],
[
"faith",
"eternal",
"teach",
"sin",
"doctrine",
"hell",
"death",
"soul",
"die",
"son"
],
[
"scientist",
"exist",
"objective",
"science",
"existence",
"atheist",
"belief",
"atheism",
"evidence",
"scientific"
],
[
"compound",
"fire",
"tear",
"cult",
"batf",
"tank",
"agent",
"gas",
"child",
"start"
],
[
"system",
"shuttle",
"capability",
"flight",
"station",
"design",
"development",
"space",
"research",
"management"
],
[
"sell",
"offer",
"sale",
"excellent",
"shipping",
"condition",
"item",
"speaker",
"manual",
"price"
],
[
"gay",
"sexual",
"homosexual",
"sex",
"homosexuality",
"male",
"relationship",
"truth",
"man",
"straight"
],
[
"printer",
"mouse",
"print",
"fine",
"modem",
"problem",
"port",
"window",
"screen",
"connect"
],
[
"pointer",
"advance",
"specifically",
"instance",
"implement",
"portion",
"greatly",
"preserve",
"domain",
"popular"
],
[
"directly",
"interested",
"company",
"advance",
"fax",
"paper",
"ticket",
"contact",
"reply",
"info"
],
[
"extend",
"unique",
"highly",
"widely",
"frequently",
"tip",
"consist",
"portion",
"helpful",
"eventually"
],
[
"byte",
"output",
"block",
"build",
"return",
"exit",
"enter",
"rule",
"unit",
"entry"
],
[
"board",
"bus",
"slot",
"video",
"card",
"fast",
"monitor",
"support",
"mhz",
"mode"
],
[
"floppy",
"boot",
"controller",
"hard",
"disk",
"drive",
"bio",
"master",
"ide",
"pin"
],
[
"essentially",
"chain",
"range",
"cheap",
"clean",
"stock",
"limited",
"unique",
"worth",
"primarily"
]
] | 1,097.007311 | intfloat/e5-large-v2 | 0.9225 | 0.08452 | 0.162674 | 0.482068 |
20 Newsgroups Preprocessed | CombinedTM | 42 | 50 | [
[
"tank",
"time",
"tear",
"agent",
"compound",
"gas",
"building",
"fire",
"people",
"cult"
],
[
"cop",
"knock",
"serve",
"batf",
"responsible",
"warrant",
"legal",
"clear",
"attempt",
"trial"
],
[
"drive",
"disk",
"controller",
"hard",
"transfer",
"boot",
"ide",
"bio",
"floppy",
"scsi"
],
[
"reply",
"post",
"article",
"newsgroup",
"news",
"directly",
"request",
"list",
"address",
"summary"
],
[
"option",
"international",
"territory",
"proposal",
"group",
"policy",
"israeli",
"vote",
"president",
"movement"
],
[
"picture",
"advance",
"convert",
"greatly",
"shareware",
"download",
"specifically",
"domain",
"routine",
"documentation"
],
[
"armenian",
"muslim",
"organize",
"population",
"turkish",
"genocide",
"army",
"massacre",
"soviet",
"plain"
],
[
"reason",
"tradition",
"evidence",
"claim",
"absolute",
"thing",
"point",
"truth",
"sense",
"catholic"
],
[
"amendment",
"file",
"entry",
"bill",
"arm",
"letter",
"sentence",
"section",
"firearm",
"bear"
],
[
"eternal",
"son",
"life",
"sin",
"hell",
"soul",
"teach",
"pray",
"love",
"choose"
],
[
"run",
"release",
"problem",
"load",
"instal",
"setup",
"window",
"comment",
"driver",
"guide"
],
[
"auto",
"grab",
"dog",
"time",
"afraid",
"back",
"leg",
"bad",
"neighbor",
"stop"
],
[
"good",
"client",
"subject",
"people",
"make",
"server",
"find",
"god",
"atheism",
"resource"
],
[
"tire",
"engine",
"front",
"oil",
"car",
"lock",
"wheel",
"seat",
"brake",
"mile"
],
[
"program",
"facility",
"capability",
"management",
"training",
"education",
"application",
"flight",
"development",
"effort"
],
[
"conference",
"database",
"search",
"reality",
"internet",
"mail",
"graphic",
"computer",
"software",
"pub"
],
[
"sell",
"interested",
"brand",
"sale",
"offer",
"box",
"condition",
"shipping",
"upgrade",
"trade"
],
[
"book",
"translation",
"century",
"text",
"scripture",
"writing",
"quote",
"ancient",
"word",
"translate"
],
[
"work",
"job",
"make",
"time",
"good",
"point",
"president",
"day",
"summer",
"back"
],
[
"water",
"blood",
"cold",
"battery",
"effect",
"eat",
"hour",
"reaction",
"normal",
"recall"
],
[
"contract",
"playoff",
"fan",
"hockey",
"team",
"watch",
"cap",
"baseball",
"draft",
"sport"
],
[
"string",
"widget",
"define",
"function",
"translation",
"link",
"class",
"character",
"table",
"key"
],
[
"people",
"morality",
"moral",
"society",
"constitution",
"party",
"power",
"freedom",
"amendment",
"liberty"
],
[
"chip",
"clipper",
"phone",
"scheme",
"secure",
"suspect",
"thing",
"escrow",
"algorithm",
"trust"
],
[
"couple",
"watch",
"ride",
"bar",
"guy",
"bike",
"wave",
"left",
"road",
"dog"
],
[
"resolution",
"image",
"color",
"frame",
"video",
"scale",
"vga",
"green",
"red",
"display"
],
[
"bag",
"cover",
"copy",
"condition",
"price",
"annual",
"book",
"shipping",
"sell",
"thousand"
],
[
"pay",
"car",
"buy",
"insurance",
"dealer",
"private",
"money",
"care",
"canadian",
"accident"
],
[
"planet",
"launch",
"solar",
"mission",
"satellite",
"space",
"orbit",
"date",
"send",
"schedule"
],
[
"career",
"hit",
"year",
"basis",
"player",
"average",
"league",
"run",
"compare",
"good"
],
[
"theory",
"physical",
"universe",
"explanation",
"scientific",
"existence",
"star",
"hole",
"material",
"book"
],
[
"fuel",
"moon",
"water",
"cost",
"mission",
"shuttle",
"fly",
"launch",
"large",
"orbit"
],
[
"careful",
"unique",
"primarily",
"assure",
"essentially",
"exact",
"repeat",
"numerous",
"eventually",
"closely"
],
[
"company",
"cheap",
"band",
"range",
"radio",
"noise",
"design",
"pair",
"frequency",
"condition"
],
[
"ground",
"connect",
"pin",
"supply",
"voltage",
"wire",
"switch",
"signal",
"cable",
"power"
],
[
"win",
"period",
"goal",
"game",
"lead",
"score",
"shot",
"save",
"lose",
"tie"
],
[
"atheist",
"belief",
"feel",
"religion",
"christian",
"homosexuality",
"homosexual",
"accept",
"christianity",
"gay"
],
[
"faq",
"compression",
"motorcycle",
"flame",
"attack",
"usenet",
"secure",
"keyboard",
"message",
"software"
],
[
"law",
"device",
"manufacturer",
"enforcement",
"protect",
"technology",
"encryption",
"agency",
"chip",
"industry"
],
[
"block",
"bit",
"output",
"byte",
"input",
"scsi",
"wide",
"entry",
"mode",
"fast"
],
[
"closely",
"possibly",
"arise",
"contribute",
"extend",
"responsible",
"due",
"personally",
"difficulty",
"longer"
],
[
"sexual",
"male",
"homosexuality",
"homosexual",
"survey",
"report",
"sex",
"gay",
"man",
"number"
],
[
"mode",
"monitor",
"video",
"vga",
"mouse",
"port",
"resolution",
"card",
"driver",
"bus"
],
[
"unique",
"portion",
"manner",
"primarily",
"highly",
"expand",
"eventually",
"confuse",
"influence",
"divide"
],
[
"window",
"application",
"font",
"manager",
"problem",
"mouse",
"event",
"button",
"screen",
"background"
],
[
"statement",
"true",
"truth",
"agree",
"argument",
"language",
"exist",
"science",
"assume",
"objective"
],
[
"crime",
"drug",
"gun",
"criminal",
"violent",
"rate",
"death",
"ban",
"assault",
"firearm"
],
[
"arab",
"jewish",
"israeli",
"attack",
"peace",
"country",
"civilian",
"state",
"war",
"target"
],
[
"base",
"channel",
"sound",
"sale",
"system",
"tape",
"card",
"offer",
"sell",
"ram"
],
[
"treatment",
"medicine",
"doctor",
"medical",
"patient",
"disease",
"food",
"treat",
"stone",
"blood"
]
] | 1,101.149628 | intfloat/e5-large-v2 | 0.882 | 0.090338 | 0.158165 | 0.47353 |
20 Newsgroups Preprocessed | ZeroShotTM | 42 | 10 | [
[
"equal",
"portion",
"consist",
"prior",
"frequently",
"procedure",
"examine",
"guarantee",
"task",
"choice"
],
[
"people",
"armenian",
"turkish",
"population",
"genocide",
"child",
"time",
"kill",
"gun",
"village"
],
[
"key",
"clipper",
"encryption",
"security",
"chip",
"technology",
"secure",
"communication",
"privacy",
"enforcement"
],
[
"offer",
"interested",
"excellent",
"price",
"ship",
"purchase",
"sell",
"sale",
"shipping",
"condition"
],
[
"engine",
"mile",
"car",
"water",
"bike",
"ride",
"mission",
"light",
"air",
"temperature"
],
[
"scsi",
"ram",
"problem",
"bus",
"card",
"pin",
"disk",
"driver",
"drive",
"controller"
],
[
"image",
"entry",
"include",
"file",
"program",
"output",
"window",
"run",
"color",
"version"
],
[
"task",
"join",
"status",
"portion",
"consist",
"background",
"previously",
"powerful",
"length",
"representative"
],
[
"make",
"sin",
"faith",
"church",
"religion",
"belief",
"thing",
"truth",
"scripture",
"christian"
],
[
"season",
"score",
"year",
"baseball",
"goal",
"play",
"game",
"player",
"hit",
"win"
]
] | 1,037.496228 | intfloat/e5-large-v2 | 0.97 | 0.078226 | 0.16912 | 0.459251 |
20 Newsgroups Preprocessed | ZeroShotTM | 42 | 20 | [
[
"space",
"flight",
"launch",
"orbit",
"shuttle",
"disease",
"patient",
"study",
"mission",
"satellite"
],
[
"paint",
"chain",
"cheap",
"front",
"ride",
"clean",
"huge",
"wave",
"rear",
"jump"
],
[
"sin",
"scripture",
"church",
"teach",
"passage",
"book",
"doctrine",
"son",
"word",
"gospel"
],
[
"lose",
"win",
"series",
"playoff",
"period",
"watch",
"blue",
"goal",
"ranger",
"devil"
],
[
"thing",
"start",
"people",
"time",
"door",
"floor",
"child",
"room",
"make",
"happen"
],
[
"crime",
"gun",
"weapon",
"firearm",
"law",
"criminal",
"rate",
"drug",
"amendment",
"control"
],
[
"task",
"examine",
"portion",
"extend",
"frequently",
"personally",
"fully",
"strange",
"exact",
"introduce"
],
[
"car",
"engine",
"wire",
"ride",
"auto",
"power",
"ground",
"bike",
"brake",
"replace"
],
[
"hit",
"player",
"year",
"season",
"league",
"good",
"team",
"game",
"point",
"average"
],
[
"sell",
"price",
"offer",
"sale",
"condition",
"pay",
"shipping",
"buy",
"item",
"ship"
],
[
"card",
"controller",
"pin",
"disk",
"bus",
"drive",
"scsi",
"board",
"transfer",
"mhz"
],
[
"responsible",
"compound",
"charge",
"warrant",
"initial",
"blood",
"lab",
"due",
"bank",
"serve"
],
[
"vga",
"advance",
"resolution",
"convert",
"draw",
"video",
"print",
"frame",
"picture",
"download"
],
[
"exist",
"religion",
"belief",
"statement",
"morality",
"atheist",
"moral",
"existence",
"atheism",
"truth"
],
[
"author",
"remark",
"output",
"rule",
"entry",
"file",
"section",
"info",
"submit",
"list"
],
[
"reply",
"interested",
"contact",
"fax",
"join",
"directly",
"mailing",
"summary",
"respond",
"friend"
],
[
"encryption",
"privacy",
"clipper",
"security",
"chip",
"conversation",
"secure",
"key",
"communication",
"secret"
],
[
"font",
"mouse",
"widget",
"application",
"window",
"motif",
"button",
"manager",
"client",
"event"
],
[
"color",
"image",
"software",
"format",
"system",
"quality",
"file",
"compression",
"version",
"bit"
],
[
"israeli",
"war",
"turkish",
"jewish",
"genocide",
"peace",
"arab",
"political",
"muslim",
"population"
]
] | 1,052.716678 | intfloat/e5-large-v2 | 0.99 | 0.093435 | 0.171259 | 0.506386 |
20 Newsgroups Preprocessed | ZeroShotTM | 42 | 30 | [
[
"card",
"video",
"monitor",
"mode",
"vga",
"resolution",
"port",
"driver",
"bus",
"board"
],
[
"run",
"client",
"work",
"time",
"system",
"server",
"support",
"window",
"make",
"keyboard"
],
[
"israeli",
"jewish",
"history",
"turkish",
"population",
"war",
"genocide",
"muslim",
"border",
"arab"
],
[
"event",
"window",
"widget",
"application",
"font",
"shell",
"manager",
"motif",
"app",
"set"
],
[
"patient",
"medical",
"disease",
"health",
"drug",
"doctor",
"care",
"year",
"risk",
"study"
],
[
"info",
"output",
"author",
"program",
"entry",
"remark",
"file",
"rule",
"size",
"build"
],
[
"gay",
"homosexual",
"homosexuality",
"sex",
"sexual",
"people",
"church",
"male",
"tradition",
"law"
],
[
"season",
"play",
"player",
"penalty",
"period",
"point",
"goal",
"game",
"team",
"score"
],
[
"wire",
"power",
"ground",
"supply",
"voltage",
"hot",
"battery",
"circuit",
"heat",
"cool"
],
[
"hear",
"room",
"time",
"people",
"door",
"lie",
"floor",
"hide",
"child",
"afraid"
],
[
"baseball",
"cap",
"series",
"lose",
"fan",
"win",
"coverage",
"devil",
"playoff",
"pen"
],
[
"controller",
"drive",
"scsi",
"disk",
"hard",
"floppy",
"transfer",
"boot",
"ide",
"bio"
],
[
"specifically",
"portion",
"popular",
"frequently",
"solve",
"advantage",
"challenge",
"introduce",
"equivalent",
"highly"
],
[
"element",
"image",
"package",
"pub",
"tool",
"model",
"analysis",
"database",
"processing",
"datum"
],
[
"scientific",
"physical",
"book",
"universe",
"theory",
"atheist",
"question",
"atheism",
"science",
"find"
],
[
"objective",
"moral",
"belief",
"morality",
"existence",
"exist",
"truth",
"absolute",
"prove",
"atheist"
],
[
"ball",
"walk",
"good",
"hit",
"baseball",
"guy",
"pitcher",
"run",
"pitch",
"bad"
],
[
"president",
"administration",
"make",
"vote",
"privacy",
"meeting",
"internet",
"yesterday",
"decision",
"policy"
],
[
"list",
"mailing",
"request",
"send",
"mail",
"address",
"reply",
"news",
"newsgroup",
"post"
],
[
"sale",
"offer",
"condition",
"sell",
"brand",
"excellent",
"shipping",
"price",
"interested",
"trade"
],
[
"phone",
"algorithm",
"block",
"chip",
"scheme",
"clipper",
"serial",
"bit",
"encrypt",
"key"
],
[
"gun",
"firearm",
"crime",
"weapon",
"control",
"amendment",
"criminal",
"defense",
"law",
"violent"
],
[
"tear",
"knock",
"compound",
"batf",
"tank",
"gas",
"responsible",
"initial",
"agent",
"warrant"
],
[
"wave",
"longer",
"exercise",
"couple",
"clean",
"quickly",
"finger",
"popular",
"pre",
"huge"
],
[
"orbit",
"planet",
"solar",
"mission",
"moon",
"launch",
"satellite",
"space",
"rocket",
"flight"
],
[
"extend",
"previously",
"due",
"portion",
"highly",
"accurate",
"popular",
"frequently",
"longer",
"difficult"
],
[
"bag",
"printer",
"price",
"print",
"shipping",
"sell",
"copy",
"annual",
"excellent",
"sale"
],
[
"ride",
"bike",
"car",
"engine",
"seat",
"front",
"rear",
"road",
"motorcycle",
"lock"
],
[
"day",
"teach",
"son",
"eternal",
"sin",
"doctrine",
"scripture",
"faith",
"father",
"holy"
],
[
"quote",
"topic",
"mention",
"opinion",
"discuss",
"statement",
"comment",
"express",
"poster",
"language"
]
] | 1,067.138233 | intfloat/e5-large-v2 | 0.936667 | 0.127102 | 0.174078 | 0.523684 |
20 Newsgroups Preprocessed | ZeroShotTM | 42 | 40 | [
[
"word",
"tradition",
"translation",
"book",
"century",
"scripture",
"church",
"text",
"writing",
"quote"
],
[
"tape",
"floppy",
"controller",
"drive",
"scsi",
"problem",
"boot",
"hard",
"disk",
"bio"
],
[
"longer",
"collect",
"portion",
"quickly",
"eventually",
"due",
"travel",
"haven",
"divide",
"contribute"
],
[
"study",
"disease",
"patient",
"page",
"risk",
"age",
"medical",
"volume",
"drug",
"treatment"
],
[
"accurate",
"eventually",
"portion",
"solve",
"equivalent",
"specifically",
"previously",
"actual",
"longer",
"achieve"
],
[
"compression",
"bit",
"color",
"image",
"quality",
"file",
"format",
"compress",
"conversion",
"scale"
],
[
"teach",
"soul",
"faith",
"day",
"son",
"hell",
"life",
"pray",
"eternal",
"sin"
],
[
"knock",
"batf",
"fire",
"warrant",
"compound",
"gas",
"initial",
"agent",
"search",
"tank"
],
[
"wire",
"ground",
"panel",
"hot",
"circuit",
"box",
"voltage",
"connection",
"connect",
"motor"
],
[
"morality",
"society",
"sex",
"people",
"behavior",
"gay",
"sexual",
"homosexuality",
"homosexual",
"moral"
],
[
"medicine",
"food",
"sick",
"brain",
"effect",
"eat",
"blood",
"pain",
"doctor",
"reduce"
],
[
"ability",
"player",
"hit",
"average",
"basis",
"pitch",
"baseball",
"year",
"pitcher",
"compare"
],
[
"statement",
"language",
"truth",
"disagree",
"correct",
"definition",
"assume",
"religion",
"proof",
"speak"
],
[
"president",
"work",
"meeting",
"fund",
"make",
"continue",
"development",
"option",
"announce",
"project"
],
[
"shuttle",
"planet",
"mission",
"orbit",
"solar",
"launch",
"moon",
"satellite",
"earth",
"surface"
],
[
"board",
"slot",
"bus",
"parallel",
"controller",
"port",
"local",
"compatible",
"card",
"transfer"
],
[
"penalty",
"pass",
"game",
"time",
"goal",
"lead",
"blue",
"back",
"circle",
"period"
],
[
"door",
"woman",
"floor",
"lie",
"neighbor",
"wife",
"hear",
"people",
"hide",
"wound"
],
[
"responsibility",
"war",
"nation",
"israeli",
"time",
"make",
"peace",
"people",
"country",
"decision"
],
[
"event",
"draw",
"table",
"default",
"manager",
"create",
"character",
"select",
"translation",
"height"
],
[
"police",
"law",
"amendment",
"firearm",
"weapon",
"gun",
"crime",
"criminal",
"enforcement",
"citizen"
],
[
"post",
"article",
"discussion",
"topic",
"newsgroup",
"reply",
"summary",
"group",
"response",
"interested"
],
[
"access",
"mail",
"mailing",
"request",
"send",
"encryption",
"archive",
"list",
"database",
"message"
],
[
"motorcycle",
"front",
"bike",
"car",
"engine",
"ride",
"lock",
"tire",
"wheel",
"mirror"
],
[
"private",
"insurance",
"pay",
"care",
"buy",
"money",
"taxis",
"customer",
"dealer",
"doctor"
],
[
"driver",
"card",
"screen",
"mode",
"monitor",
"vga",
"video",
"resolution",
"problem",
"mouse"
],
[
"line",
"output",
"author",
"rule",
"info",
"build",
"judge",
"remark",
"entry",
"file"
],
[
"package",
"filter",
"analysis",
"processing",
"support",
"tool",
"datum",
"image",
"software",
"platform"
],
[
"resource",
"client",
"widget",
"window",
"server",
"motif",
"manager",
"application",
"terminal",
"font"
],
[
"universe",
"theory",
"science",
"physical",
"evidence",
"exist",
"existence",
"explain",
"point",
"scientific"
],
[
"newsgroup",
"posting",
"vote",
"arm",
"atheism",
"amendment",
"sentence",
"people",
"religious",
"post"
],
[
"turkish",
"jewish",
"muslim",
"international",
"history",
"armenian",
"army",
"greek",
"population",
"genocide"
],
[
"interested",
"sale",
"contact",
"original",
"condition",
"offer",
"shipping",
"brand",
"sell",
"item"
],
[
"collect",
"popular",
"exercise",
"portion",
"due",
"quickly",
"usual",
"longer",
"specifically",
"careful"
],
[
"domain",
"advance",
"utility",
"graphic",
"shareware",
"download",
"modem",
"terminal",
"site",
"reply"
],
[
"baseball",
"watch",
"lose",
"series",
"fan",
"devil",
"win",
"cap",
"pen",
"playoff"
],
[
"battery",
"switch",
"supply",
"power",
"plug",
"cool",
"input",
"clean",
"audio",
"noise"
],
[
"pick",
"team",
"hockey",
"season",
"draft",
"player",
"playoff",
"regular",
"sport",
"play"
],
[
"bag",
"offer",
"price",
"printer",
"sale",
"annual",
"copy",
"shipping",
"sell",
"print"
],
[
"serial",
"chip",
"block",
"bit",
"encrypt",
"key",
"secret",
"phone",
"unit",
"random"
]
] | 1,087.176048 | intfloat/e5-large-v2 | 0.91 | 0.119654 | 0.164939 | 0.514976 |
20 Newsgroups Preprocessed | ZeroShotTM | 42 | 50 | [
[
"motorcycle",
"lock",
"side",
"left",
"front",
"bike",
"dog",
"ride",
"turn",
"pull"
],
[
"entry",
"file",
"rule",
"build",
"program",
"remark",
"line",
"output",
"judge",
"info"
],
[
"rate",
"gun",
"firearm",
"crime",
"violent",
"violence",
"age",
"report",
"study",
"weapon"
],
[
"reason",
"theory",
"science",
"observation",
"objective",
"scientific",
"brain",
"moral",
"mind",
"human"
],
[
"homosexuality",
"homosexual",
"sex",
"gay",
"male",
"sexual",
"relationship",
"church",
"tradition",
"man"
],
[
"couple",
"worry",
"apparently",
"insist",
"stay",
"sick",
"surprised",
"kid",
"concerned",
"ago"
],
[
"warrant",
"compound",
"agent",
"initial",
"fire",
"batf",
"tank",
"knock",
"gas",
"cop"
],
[
"arab",
"jewish",
"turkish",
"genocide",
"century",
"muslim",
"greek",
"international",
"armenian",
"israeli"
],
[
"warranty",
"pay",
"repair",
"dealer",
"price",
"buy",
"engine",
"car",
"sell",
"money"
],
[
"secure",
"random",
"crack",
"public",
"faq",
"usenet",
"attack",
"message",
"algorithm",
"compression"
],
[
"database",
"list",
"request",
"send",
"mailing",
"mail",
"conference",
"archive",
"graphic",
"trace"
],
[
"life",
"sin",
"hell",
"love",
"guilty",
"choose",
"eternal",
"good",
"grow",
"time"
],
[
"clipper",
"phone",
"encryption",
"device",
"law",
"chip",
"escrow",
"enforcement",
"technology",
"conversation"
],
[
"planet",
"material",
"temperature",
"surface",
"moon",
"earth",
"sun",
"solar",
"degree",
"discover"
],
[
"respond",
"brand",
"highly",
"upgrade",
"guarantee",
"extend",
"sale",
"originally",
"portion",
"prefer"
],
[
"sin",
"fear",
"life",
"truth",
"hate",
"punishment",
"love",
"learn",
"faith",
"human"
],
[
"civilian",
"village",
"massacre",
"soldier",
"woman",
"wound",
"kill",
"armenian",
"troop",
"paragraph"
],
[
"religious",
"language",
"comment",
"religion",
"statement",
"post",
"anti",
"discuss",
"opinion",
"discussion"
],
[
"introduce",
"due",
"contribute",
"slightly",
"portion",
"virtually",
"previously",
"collect",
"basically",
"frequently"
],
[
"documentation",
"locate",
"hint",
"advance",
"compile",
"specifically",
"greatly",
"update",
"download",
"domain"
],
[
"shipping",
"sell",
"sale",
"manual",
"excellent",
"condition",
"offer",
"item",
"original",
"include"
],
[
"numerous",
"piece",
"portion",
"consist",
"extend",
"longer",
"primarily",
"essentially",
"originally",
"eventually"
],
[
"spend",
"league",
"hockey",
"team",
"player",
"year",
"budget",
"dollar",
"money",
"canadian"
],
[
"create",
"widget",
"height",
"application",
"expose",
"event",
"table",
"draw",
"window",
"class"
],
[
"insurance",
"medical",
"medicine",
"drug",
"doctor",
"patient",
"care",
"health",
"education",
"school"
],
[
"hardware",
"quality",
"scsi",
"sound",
"poor",
"driver",
"card",
"problem",
"color",
"backup"
],
[
"text",
"scripture",
"son",
"word",
"verse",
"father",
"book",
"passage",
"write",
"translate"
],
[
"official",
"administration",
"privacy",
"network",
"internet",
"electronic",
"fund",
"university",
"ensure",
"development"
],
[
"point",
"assist",
"flame",
"game",
"goal",
"king",
"lead",
"penalty",
"period",
"play"
],
[
"belief",
"atheism",
"atheist",
"argument",
"existence",
"religion",
"exist",
"prove",
"religious",
"claim"
],
[
"vehicle",
"flight",
"station",
"mission",
"rocket",
"shuttle",
"satellite",
"launch",
"design",
"orbit"
],
[
"amendment",
"arm",
"constitution",
"bear",
"society",
"peace",
"state",
"party",
"people",
"moral"
],
[
"neighbor",
"start",
"building",
"door",
"hide",
"time",
"floor",
"afraid",
"leave",
"people"
],
[
"pen",
"lose",
"period",
"playoff",
"devil",
"win",
"fan",
"cap",
"watch",
"baseball"
],
[
"support",
"routine",
"filter",
"analysis",
"processing",
"image",
"feature",
"include",
"package",
"powerful"
],
[
"president",
"people",
"time",
"make",
"work",
"decision",
"yesterday",
"compound",
"thing",
"question"
],
[
"wire",
"connection",
"circuit",
"hot",
"box",
"ground",
"panel",
"connect",
"voltage",
"trip"
],
[
"lab",
"recall",
"effect",
"blood",
"food",
"noise",
"accurate",
"reduce",
"normal",
"reaction"
],
[
"car",
"tire",
"engine",
"oil",
"brake",
"shift",
"gear",
"auto",
"road",
"transmission"
],
[
"ide",
"drive",
"hard",
"bio",
"controller",
"disk",
"scsi",
"boot",
"floppy",
"transfer"
],
[
"card",
"slot",
"local",
"monitor",
"motherboard",
"bus",
"port",
"board",
"apple",
"mhz"
],
[
"copy",
"bag",
"annual",
"cover",
"sign",
"issue",
"art",
"title",
"book",
"thousand"
],
[
"video",
"resolution",
"vga",
"mode",
"driver",
"color",
"printer",
"graphic",
"picture",
"card"
],
[
"legal",
"court",
"charge",
"federal",
"license",
"tax",
"illegal",
"warrant",
"violate",
"serve"
],
[
"switch",
"audio",
"input",
"battery",
"supply",
"power",
"voltage",
"pin",
"monitor",
"plug"
],
[
"server",
"client",
"window",
"terminal",
"mouse",
"root",
"system",
"button",
"keyboard",
"resource"
],
[
"machine",
"problem",
"fine",
"fix",
"window",
"instal",
"run",
"mouse",
"modem",
"crash"
],
[
"double",
"average",
"pitch",
"basis",
"pitcher",
"hit",
"baseball",
"ball",
"ability",
"year"
],
[
"reply",
"address",
"topic",
"mail",
"newsgroup",
"interested",
"summary",
"advance",
"response",
"net"
],
[
"bit",
"serial",
"block",
"unit",
"chip",
"session",
"byte",
"signal",
"key",
"number"
]
] | 1,075.369211 | intfloat/e5-large-v2 | 0.914 | 0.105615 | 0.160785 | 0.498751 |
20 Newsgroups Raw | BERTopic | 42 | 10 | [
[
"the",
"ground",
"is",
"wire",
"to",
"and",
"wiring",
"battery",
"in",
"it"
],
[
"to",
"the",
"and",
"he",
"in",
"of",
"edu",
"is",
"that",
"game"
],
[
"players",
"vb30",
"roger",
"lafibm",
"baseball",
"edu",
"lafayette",
"princeton",
"jewish",
"come"
],
[
"and",
"to",
"for",
"of",
"the",
"in",
"is",
"it",
"edu",
"from"
],
[
"is",
"and",
"the",
"in",
"that",
"it",
"space",
"of",
"to",
"for"
],
[
"mr",
"that",
"the",
"we",
"to",
"and",
"president",
"of",
"he",
"it"
],
[
"tone",
"phone",
"phones",
"se",
"dialing",
"sweden",
"germany",
"the",
"in",
"berlin"
],
[
"chuck",
"petch",
"verse",
"gvg",
"gvg47",
"daily",
"tek",
"grass",
"valley",
"from"
],
[
"group",
"split",
"graphics",
"newsgroup",
"of",
"this",
"comp",
"aspects",
"engin",
"groups"
],
[
"in",
"of",
"the",
"to",
"and",
"that",
"is",
"it",
"you",
"not"
]
] | 63.713428 | intfloat/e5-large-v2 | 0.58 | 0.055398 | 0.206791 | 0.372128 |
20 Newsgroups Raw | BERTopic | 42 | 20 | [
[
"the",
"of",
"to",
"in",
"space",
"it",
"edu",
"is",
"that",
"and"
],
[
"is",
"it",
"to",
"the",
"for",
"in",
"and",
"of",
"you",
"on"
],
[
"that",
"it",
"to",
"in",
"of",
"and",
"the",
"is",
"you",
"they"
],
[
"the",
"in",
"he",
"game",
"to",
"of",
"and",
"edu",
"that",
"is"
],
[
"is",
"to",
"in",
"and",
"of",
"that",
"god",
"the",
"you",
"not"
],
[
"lafayette",
"lafibm",
"lowenstein",
"players",
"roger",
"baseball",
"princeton",
"edu",
"jewish",
"vb30"
],
[
"it",
"is",
"copy",
"you",
"the",
"of",
"and",
"xv",
"to",
"edu"
],
[
"to",
"the",
"of",
"and",
"dos",
"is",
"windows",
"window",
"it",
"for"
],
[
"for",
"and",
"the",
"edu",
"00",
"sale",
"from",
"of",
"to",
"in"
],
[
"lead",
"battery",
"the",
"acid",
"discharge",
"it",
"batteries",
"temperature",
"concrete",
"is"
],
[
"the",
"neutral",
"wire",
"wiring",
"ground",
"outlets",
"outlet",
"is",
"grounding",
"to"
],
[
"captain",
"traded",
"captains",
"was",
"he",
"team",
"season",
"the",
"resigned",
"striped"
],
[
"president",
"that",
"we",
"to",
"of",
"mr",
"the",
"and",
"myers",
"he"
],
[
"phones",
"dialing",
"tone",
"phone",
"sweden",
"se",
"germany",
"berlin",
"universal",
"wall"
],
[
"and",
"jpl",
"the",
"of",
"spacecraft",
"mars",
"planet",
"baalke",
"earth",
"solar"
],
[
"gvg47",
"tek",
"valley",
"daily",
"verse",
"petch",
"gvg",
"chuck",
"grass",
"lines"
],
[
"mithras",
"the",
"order",
"in",
"rosicrucian",
"ch981",
"of",
"tony",
"was",
"and"
],
[
"graphics",
"newsgroup",
"split",
"group",
"aspects",
"comp",
"engin",
"this",
"of",
"groups"
],
[
"cpu",
"hours",
"24",
"off",
"monitors",
"on",
"power",
"day",
"monitor",
"edu"
],
[
"god",
"love",
"the",
"apple",
"kent",
"newton",
"sandvik",
"and",
"malcolm",
"royalroads"
]
] | 61.304883 | intfloat/e5-large-v2 | 0.585 | 0.058404 | 0.19054 | 0.36906 |
20 Newsgroups Raw | BERTopic | 42 | 30 | [
[
"the",
"to",
"and",
"window",
"windows",
"dos",
"is",
"for",
"of",
"it"
],
[
"mhz",
"clock",
"fan",
"heat",
"the",
"sink",
"tower",
"cpu",
"washington",
"on"
],
[
"it",
"to",
"in",
"is",
"of",
"the",
"and",
"for",
"you",
"on"
],
[
"for",
"edu",
"sale",
"00",
"and",
"of",
"the",
"to",
"from",
"db"
],
[
"to",
"of",
"is",
"god",
"not",
"that",
"and",
"in",
"the",
"you"
],
[
"to",
"the",
"in",
"and",
"of",
"that",
"they",
"was",
"were",
"is"
],
[
"in",
"he",
"the",
"game",
"to",
"of",
"edu",
"and",
"team",
"that"
],
[
"in",
"order",
"mithras",
"of",
"tony",
"rosicrucian",
"alicea",
"the",
"ch981",
"cleveland"
],
[
"you",
"the",
"disks",
"to",
"xv",
"protection",
"copy",
"of",
"program",
"protected"
],
[
"battery",
"batteries",
"acid",
"concrete",
"lead",
"the",
"discharge",
"solvent",
"temperature",
"is"
],
[
"of",
"space",
"the",
"to",
"edu",
"in",
"and",
"is",
"that",
"it"
],
[
"of",
"science",
"methodology",
"fulk",
"is",
"sas",
"lady",
"that",
"scientific",
"in"
],
[
"3do",
"speed",
"playback",
"quicktime",
"the",
"processor",
"movie",
"ricardo",
"at",
"68070"
],
[
"sharks",
"season",
"chuq",
"he",
"apple",
"was",
"grade",
"games",
"acquired",
"giants"
],
[
"spacecraft",
"the",
"jpl",
"solar",
"mars",
"and",
"planet",
"baalke",
"earth",
"of"
],
[
"petch",
"gvg47",
"chuck",
"gvg",
"verse",
"tek",
"daily",
"grass",
"valley",
"lines"
],
[
"of",
"to",
"and",
"the",
"in",
"is",
"that",
"it",
"be",
"you"
],
[
"split",
"graphics",
"group",
"newsgroup",
"aspects",
"comp",
"engin",
"groups",
"this",
"umich"
],
[
"on",
"hours",
"24",
"power",
"monitor",
"off",
"cpu",
"day",
"monitors",
"should"
],
[
"sandvik",
"god",
"love",
"kent",
"malcolm",
"royalroads",
"apple",
"newton",
"his",
"the"
],
[
"significance",
"tiff",
"philosophical",
"42",
"joachim",
"alice",
"number",
"of",
"question",
"the"
],
[
"wire",
"the",
"neutral",
"outlets",
"ground",
"wiring",
"outlet",
"grounding",
"is",
"to"
],
[
"mask",
"goalie",
"votes",
"gtd597a",
"gatech",
"hrivnak",
"masks",
"buffalo",
"go",
"prism"
],
[
"traded",
"captain",
"captains",
"resigned",
"trivia",
"he",
"striped",
"team",
"season",
"was"
],
[
"players",
"lowenstein",
"lafibm",
"princeton",
"lafayette",
"vb30",
"baseball",
"roger",
"jewish",
"edu"
],
[
"we",
"that",
"president",
"mr",
"the",
"to",
"myers",
"he",
"and",
"of"
],
[
"ottawa",
"lindros",
"daigle",
"draft",
"montreal",
"kariya",
"pick",
"senators",
"will",
"go"
],
[
"phones",
"dialing",
"tone",
"phone",
"se",
"sweden",
"berlin",
"germany",
"universal",
"hugo"
],
[
"hacker",
"hackers",
"ethic",
"computer",
"the",
"to",
"and",
"of",
"where",
"who"
],
[
"accelerations",
"of",
"oxygen",
"the",
"in",
"breathing",
"liquid",
"pressure",
"to",
"is"
]
] | 61.061775 | intfloat/e5-large-v2 | 0.656667 | 0.065153 | 0.172701 | 0.346526 |
20 Newsgroups Raw | BERTopic | 42 | 40 | [
[
"drive",
"scsi",
"to",
"and",
"windows",
"the",
"is",
"it",
"with",
"card"
],
[
"space",
"it",
"of",
"to",
"the",
"in",
"is",
"that",
"edu",
"and"
],
[
"the",
"of",
"israel",
"that",
"they",
"in",
"to",
"and",
"was",
"were"
],
[
"the",
"protection",
"xv",
"protected",
"to",
"you",
"program",
"of",
"disks",
"copy"
],
[
"lead",
"battery",
"acid",
"discharge",
"batteries",
"solvent",
"concrete",
"temperature",
"the",
"adhesive"
],
[
"3do",
"speed",
"68070",
"movie",
"playback",
"ricardo",
"mcmains",
"quicktime",
"the",
"processor"
],
[
"lib",
"to",
"this",
"is",
"x11r5",
"the",
"window",
"widget",
"on",
"in"
],
[
"jehovah",
"lord",
"the",
"ra",
"mormon",
"god",
"jesus",
"bible",
"christ",
"that"
],
[
"ms",
"fonts",
"os",
"nt",
"for",
"font",
"microsoft",
"to",
"dos",
"windows"
],
[
"to",
"graphics",
"for",
"polygon",
"3d",
"lines",
"from",
"of",
"points",
"the"
],
[
"that",
"in",
"to",
"the",
"of",
"and",
"is",
"for",
"be",
"it"
],
[
"methodology",
"fulk",
"of",
"sas",
"science",
"lady",
"scientific",
"is",
"that",
"in"
],
[
"the",
"is",
"to",
"of",
"that",
"god",
"you",
"in",
"not",
"and"
],
[
"season",
"he",
"sharks",
"apple",
"chuq",
"was",
"giants",
"games",
"grade",
"acquired"
],
[
"oscillator",
"guykuo",
"cpu",
"washington",
"operational",
"mhz",
"tower",
"clock",
"carson",
"kuo"
],
[
"to",
"it",
"the",
"in",
"and",
"car",
"you",
"com",
"of",
"on"
],
[
"db",
"of",
"00",
"from",
"and",
"for",
"edu",
"sale",
"the",
"to"
],
[
"ch",
"comp",
"groups",
"engin",
"aspects",
"newsgroup",
"umich",
"split",
"group",
"graphics"
],
[
"is",
"guns",
"the",
"in",
"gun",
"that",
"to",
"of",
"and",
"militia"
],
[
"vesa",
"memory",
"modes",
"mode",
"vga",
"graphics",
"320x200x256",
"svga",
"programming",
"video"
],
[
"significance",
"tiff",
"philosophical",
"42",
"joachim",
"number",
"alice",
"question",
"spec",
"toppoint"
],
[
"outlet",
"the",
"wire",
"circuit",
"grounding",
"wiring",
"outlets",
"neutral",
"ground",
"conductor"
],
[
"mask",
"gtd597a",
"votes",
"goalie",
"prism",
"buffalo",
"go",
"hrivnak",
"masks",
"gatech"
],
[
"he",
"team",
"captain",
"captains",
"was",
"traded",
"season",
"striped",
"resigned",
"trivia"
],
[
"jewish",
"baseball",
"edu",
"players",
"roger",
"lafibm",
"lafayette",
"vb30",
"princeton",
"lowenstein"
],
[
"myers",
"president",
"mr",
"the",
"that",
"to",
"he",
"we",
"and",
"ms"
],
[
"lindros",
"ottawa",
"daigle",
"kariya",
"pick",
"draft",
"montreal",
"will",
"senators",
"go"
],
[
"sweden",
"dialing",
"tone",
"se",
"phones",
"phone",
"berlin",
"germany",
"universal",
"hugo"
],
[
"computer",
"hackers",
"hacker",
"the",
"ethic",
"to",
"where",
"who",
"carlos",
"and"
],
[
"oxygen",
"liquid",
"accelerations",
"breathing",
"of",
"the",
"in",
"pressure",
"fluid",
"is"
],
[
"mars",
"planet",
"baalke",
"jpl",
"solar",
"the",
"spacecraft",
"earth",
"venus",
"and"
],
[
"gvg47",
"petch",
"verse",
"daily",
"tek",
"grass",
"gvg",
"chuck",
"valley",
"lines"
],
[
"heat",
"sink",
"cpu",
"fans",
"cooling",
"fan",
"hot",
"chip",
"the",
"on"
],
[
"biochemistry",
"packet",
"cwru",
"slip",
"driver",
"ip",
"winqvt",
"trumpet",
"kuleuven",
"dos"
],
[
"game",
"he",
"the",
"in",
"to",
"team",
"edu",
"and",
"of",
"that"
],
[
"coach",
"him",
"cherry",
"his",
"madden",
"game",
"allan",
"he",
"don",
"gilmour"
],
[
"pegasus",
"uoregon",
"mithras",
"cunyvm",
"was",
"bull",
"magick",
"merlin",
"joshua",
"of"
],
[
"rosicrucian",
"order",
"tony",
"freenet",
"cleveland",
"oto",
"of",
"ch981",
"alicea",
"amorc"
],
[
"on",
"cpu",
"24",
"monitors",
"power",
"hours",
"off",
"day",
"monitor",
"should"
],
[
"god",
"malcolm",
"newton",
"love",
"royalroads",
"apple",
"his",
"sandvik",
"kent",
"moses"
]
] | 61.066646 | intfloat/e5-large-v2 | 0.7 | 0.075357 | 0.172966 | 0.363316 |
20 Newsgroups Raw | BERTopic | 42 | 50 | [
[
"not",
"is",
"in",
"to",
"you",
"of",
"god",
"that",
"the",
"and"
],
[
"drive",
"windows",
"scsi",
"card",
"with",
"the",
"it",
"ide",
"to",
"is"
],
[
"to",
"the",
"window",
"lib",
"on",
"widget",
"is",
"x11r5",
"this",
"server"
],
[
"christ",
"ra",
"jehovah",
"mormon",
"god",
"lord",
"jesus",
"that",
"bible",
"the"
],
[
"of",
"they",
"the",
"and",
"were",
"that",
"in",
"to",
"israel",
"was"
],
[
"henry",
"of",
"it",
"to",
"in",
"the",
"space",
"nasa",
"is",
"and"
],
[
"xv",
"escaped",
"julian",
"bradley",
"00",
"john",
"lancs",
"commercial",
"copyright",
"donation"
],
[
"00",
"sale",
"for",
"edu",
"and",
"db",
"from",
"to",
"of",
"or"
],
[
"ms",
"windows",
"font",
"nt",
"dos",
"os",
"microsoft",
"to",
"fonts",
"for"
],
[
"polygon",
"3d",
"graphics",
"lines",
"points",
"to",
"for",
"from",
"edu",
"any"
],
[
"simm",
"ram",
"vram",
"800",
"simms",
"meg",
"quadra",
"memory",
"pin",
"apple"
],
[
"3do",
"quicktime",
"playback",
"movie",
"ricardo",
"unt",
"68070",
"mcmains",
"rchland",
"rumours"
],
[
"of",
"to",
"that",
"and",
"is",
"the",
"in",
"it",
"be",
"this"
],
[
"sharks",
"season",
"grade",
"apple",
"chuq",
"he",
"was",
"acquired",
"games",
"giants"
],
[
"clock",
"guykuo",
"oscillator",
"cpu",
"mhz",
"washington",
"tower",
"operational",
"carson",
"kuo"
],
[
"the",
"to",
"you",
"car",
"and",
"in",
"on",
"of",
"it",
"com"
],
[
"to",
"edu",
"team",
"he",
"in",
"the",
"game",
"and",
"was",
"of"
],
[
"group",
"newsgroup",
"split",
"engin",
"aspects",
"comp",
"graphics",
"umich",
"ch",
"groups"
],
[
"of",
"is",
"to",
"gun",
"guns",
"and",
"the",
"militia",
"that",
"in"
],
[
"memory",
"320x200x256",
"graphics",
"programming",
"svga",
"vesa",
"video",
"modes",
"vga",
"mode"
],
[
"larson",
"photography",
"theory",
"of",
"kirlian",
"sol1",
"universe",
"krillean",
"the",
"carl"
],
[
"acid",
"battery",
"concrete",
"batteries",
"lead",
"temperature",
"floor",
"discharge",
"the",
"dirt"
],
[
"wire",
"outlets",
"outlet",
"ground",
"wiring",
"neutral",
"grounding",
"the",
"conductor",
"circuit"
],
[
"is",
"to",
"the",
"and",
"drug",
"illegal",
"drugs",
"be",
"of",
"you"
],
[
"protection",
"you",
"to",
"protected",
"copy",
"disks",
"program",
"sehari",
"software",
"the"
],
[
"that",
"mr",
"we",
"president",
"myers",
"he",
"to",
"the",
"and",
"ms"
],
[
"will",
"daigle",
"lindros",
"draft",
"senators",
"montreal",
"kariya",
"ottawa",
"pick",
"kean"
],
[
"sweden",
"dialing",
"tone",
"se",
"phones",
"phone",
"berlin",
"germany",
"universal",
"hugo"
],
[
"who",
"computer",
"ethic",
"to",
"the",
"go",
"where",
"hackers",
"hacker",
"carlos"
],
[
"accelerations",
"breathing",
"of",
"the",
"fluid",
"oxygen",
"liquid",
"pressure",
"acceleration",
"habitable"
],
[
"jpl",
"mars",
"spacecraft",
"planet",
"baalke",
"the",
"solar",
"earth",
"venus",
"surface"
],
[
"gvg47",
"petch",
"verse",
"tek",
"daily",
"grass",
"gvg",
"chuck",
"valley",
"will"
],
[
"heat",
"cpu",
"sink",
"fan",
"fans",
"hot",
"chip",
"cooling",
"the",
"on"
],
[
"driver",
"ip",
"biochemistry",
"slip",
"winqvt",
"cwru",
"packet",
"kuleuven",
"trumpet",
"dos"
],
[
"x86",
"040",
"680x0",
"speed",
"clock",
"processor",
"486",
"68040",
"pentium",
"ray"
],
[
"gilmour",
"coach",
"don",
"he",
"cherry",
"him",
"madden",
"game",
"his",
"allan"
],
[
"bull",
"mithras",
"cunyvm",
"magick",
"pegasus",
"merlin",
"uoregon",
"joshua",
"was",
"cult"
],
[
"order",
"ch981",
"tony",
"rosicrucian",
"alicea",
"amorc",
"freenet",
"cleveland",
"oto",
"thyagi"
],
[
"24",
"day",
"power",
"monitors",
"cpu",
"off",
"hours",
"monitor",
"on",
"should"
],
[
"love",
"kent",
"sandvik",
"god",
"newton",
"apple",
"royalroads",
"malcolm",
"his",
"moses"
],
[
"printers",
"printer",
"hp",
"bubblejet",
"ink",
"canon",
"deskjet",
"laser",
"print",
"500"
],
[
"significance",
"tiff",
"philosophical",
"42",
"joachim",
"alice",
"number",
"question",
"spec",
"toppoint"
],
[
"edu",
"carpet",
"solvent",
"duct",
"adhesive",
"tape",
"ufl",
"cis",
"from",
"use"
],
[
"steveh",
"isc",
"government",
"thor",
"br",
"hendricks",
"to",
"that",
"libertarians",
"the"
],
[
"gulf",
"mathew",
"war",
"hussein",
"bombing",
"of",
"the",
"was",
"that",
"we"
],
[
"votes",
"goalie",
"gatech",
"mask",
"gtd597a",
"hrivnak",
"masks",
"buffalo",
"prism",
"go"
],
[
"bursters",
"cloud",
"ray",
"oort",
"detectors",
"gamma",
"the",
"of",
"edu",
"burst"
],
[
"was",
"season",
"striped",
"captain",
"captains",
"he",
"team",
"traded",
"resigned",
"trivia"
],
[
"lady",
"sas",
"of",
"scientific",
"science",
"methodology",
"fulk",
"unx",
"is",
"turpin"
],
[
"players",
"vb30",
"lafayette",
"baseball",
"lafibm",
"roger",
"jewish",
"edu",
"princeton",
"lowenstein"
]
] | 61.250875 | intfloat/e5-large-v2 | 0.738 | 0.08518 | 0.167371 | 0.368173 |
20 Newsgroups Raw | NMF | 42 | 10 | [
[
"max",
"1t",
"bhj",
"b8f",
"g9v",
"ax",
"pl",
"giz",
"a86",
"3t"
],
[
"is",
"in",
"to",
"of",
"the",
"on",
"this",
"by",
"will",
"be"
],
[
"that",
"is",
"to",
"it",
"have",
"you",
"the",
"not",
"be",
"this"
],
[
"they",
"to",
"in",
"and",
"he",
"that",
"the",
"was",
"it",
"were"
],
[
"in",
"to",
"and",
"it",
"or",
"is",
"edu",
"on",
"for",
"of"
],
[
"1d9",
"pl",
"145",
"0t",
"0d",
"b8f",
"a86",
"g9v",
"34u",
"_o"
],
[
"as",
"by",
"to",
"and",
"for",
"in",
"of",
"are",
"from",
"or"
],
[
"for",
"windows",
"dos",
"or",
"and",
"00",
"microsoft",
"tcp",
"ms",
"pc"
],
[
"si",
"db",
"cs",
"al",
"byte",
"cx",
"the",
"bh",
"is",
"and"
],
[
"you",
"to",
"of",
"jpeg",
"is",
"and",
"for",
"file",
"it",
"if"
]
] | 21.375664 | intfloat/e5-large-v2 | 0.59 | 0.080409 | 0.274135 | 0.484062 |
20 Newsgroups Raw | NMF | 42 | 20 | [
[
"giz",
"bhj",
"pl",
"75u",
"1t",
"3t",
"max",
"ax",
"as",
"7ey"
],
[
"the",
"to",
"in",
"on",
"was",
"at",
"with",
"this",
"as",
"from"
],
[
"will",
"this",
"have",
"to",
"be",
"the",
"we",
"and",
"for",
"that"
],
[
"that",
"the",
"was",
"and",
"they",
"to",
"in",
"it",
"were",
"he"
],
[
"is",
"of",
"for",
"or",
"and",
"on",
"to",
"the",
"in",
"with"
],
[
"0t",
"pl",
"a86",
"34u",
"145",
"b8f",
"1d9",
"wm",
"bxn",
"2tm"
],
[
"for",
"in",
"and",
"by",
"of",
"as",
"from",
"are",
"that",
"were"
],
[
"dos",
"windows",
"ms",
"microsoft",
"or",
"and",
"tcp",
"for",
"00",
"pc"
],
[
"that",
"not",
"the",
"it",
"are",
"of",
"is",
"in",
"this",
"as"
],
[
"of",
"to",
"you",
"is",
"jpeg",
"and",
"image",
"for",
"it",
"gif"
],
[
"0d",
"_o",
"145",
"34u",
"75u",
"6um",
"a86",
"6ei",
"3t",
"0t"
],
[
"db",
"and",
"bh",
"si",
"cs",
"is",
"al",
"the",
"byte",
"or"
],
[
"for",
"edu",
"com",
"from",
"subject",
"lines",
"in",
"organization",
"article",
"writes"
],
[
"00",
"12",
"14",
"16",
"10",
"25",
"20",
"11",
"15",
"13"
],
[
"he",
"of",
"mr",
"and",
"that",
"we",
"it",
"president",
"you",
"is"
],
[
"cx",
"w7",
"c_",
"t7",
"uw",
"ck",
"lk",
"hz",
"w1",
"mv"
],
[
"output",
"file",
"the",
"of",
"to",
"by",
"entry",
"if",
"for",
"program"
],
[
"your",
"if",
"it",
"you",
"can",
"that",
"have",
"do",
"are",
"and"
],
[
"that",
"the",
"jehovah",
"god",
"is",
"he",
"and",
"of",
"lord",
"his"
],
[
"a86",
"b8f",
"1d9",
"g9v",
"ax",
"0d",
"75u",
"b8e",
"lg",
"145"
]
] | 37.266398 | intfloat/e5-large-v2 | 0.545 | 0.106268 | 0.265745 | 0.524847 |
20 Newsgroups Raw | NMF | 42 | 30 | [
[
"max",
"pl",
"bhj",
"ax",
"1t",
"giz",
"75u",
"3t",
"as",
"7ey"
],
[
"with",
"to",
"the",
"by",
"on",
"of",
"and",
"was",
"this",
"at"
],
[
"be",
"to",
"this",
"have",
"will",
"as",
"not",
"would",
"who",
"or"
],
[
"he",
"that",
"was",
"were",
"and",
"they",
"in",
"it",
"we",
"to"
],
[
"the",
"that",
"and",
"or",
"with",
"of",
"for",
"image",
"it",
"other"
],
[
"a86",
"145",
"b8f",
"1d9",
"0t",
"pl",
"34u",
"wm",
"bxn",
"2tm"
],
[
"from",
"of",
"by",
"for",
"which",
"all",
"an",
"university",
"as",
"this"
],
[
"windows",
"dos",
"tcp",
"or",
"for",
"microsoft",
"mouse",
"ms",
"pc",
"software"
],
[
"or",
"is",
"as",
"be",
"not",
"the",
"are",
"of",
"that",
"they"
],
[
"gif",
"of",
"image",
"jpeg",
"to",
"it",
"in",
"you",
"is",
"for"
],
[
"14",
"25",
"10",
"12",
"16",
"18",
"15",
"13",
"11",
"20"
],
[
"db",
"and",
"si",
"bh",
"cs",
"or",
"bl",
"byte",
"is",
"al"
],
[
"from",
"com",
"edu",
"lines",
"subject",
"writes",
"article",
"organization",
"re",
"posting"
],
[
"for",
"in",
"be",
"will",
"hockey",
"new",
"team",
"league",
"nhl",
"season"
],
[
"that",
"he",
"was",
"on",
"mr",
"to",
"president",
"it",
"myers",
"ms"
],
[
"cx",
"w7",
"uw",
"c_",
"t7",
"ck",
"lk",
"hz",
"w1",
"mv"
],
[
"file",
"output",
"the",
"to",
"by",
"of",
"entry",
"if",
"for",
"program"
],
[
"your",
"you",
"that",
"what",
"do",
"are",
"if",
"have",
"can",
"not"
],
[
"is",
"jehovah",
"and",
"he",
"of",
"god",
"lord",
"in",
"his",
"that"
],
[
"ax",
"g9v",
"0d",
"145",
"b8e",
"75u",
"b8f",
"lg",
"1d9",
"a86"
],
[
"in",
"that",
"and",
"we",
"to",
"of",
"this",
"for",
"have",
"will"
],
[
"jews",
"by",
"in",
"were",
"as",
"turkish",
"was",
"their",
"not",
"who"
],
[
"the",
"but",
"for",
"this",
"it",
"is",
"not",
"if",
"my",
"has"
],
[
"system",
"disk",
"drives",
"with",
"scsi",
"drive",
"hard",
"this",
"at",
"mac"
],
[
"to",
"privacy",
"for",
"in",
"and",
"are",
"on",
"what",
"is",
"internet"
],
[
"are",
"on",
"it",
"in",
"of",
"for",
"this",
"can",
"is",
"from"
],
[
"in",
"is",
"graphics",
"edu",
"for",
"pub",
"to",
"ftp",
"from",
"image"
],
[
"40",
"appears",
"50",
"art",
"00",
"10",
"20",
"1st",
"wolverine",
"80"
],
[
"a86",
"75u",
"_o",
"145",
"6um",
"0d",
"34u",
"6ei",
"3t",
"0t"
],
[
"in",
"and",
"on",
"to",
"earth",
"space",
"planet",
"spacecraft",
"as",
"from"
]
] | 51.084632 | intfloat/e5-large-v2 | 0.53 | 0.098889 | 0.227857 | 0.475033 |
20 Newsgroups Raw | NMF | 42 | 40 | [
[
"max",
"bhj",
"ax",
"1t",
"pl",
"giz",
"3t",
"as",
"7ey",
"75u"
],
[
"and",
"the",
"to",
"of",
"that",
"on",
"with",
"by",
"was",
"at"
],
[
"as",
"have",
"do",
"people",
"be",
"to",
"who",
"they",
"them",
"their"
],
[
"they",
"and",
"were",
"there",
"in",
"to",
"was",
"we",
"he",
"had"
],
[
"with",
"of",
"and",
"is",
"image",
"an",
"or",
"other",
"as",
"it"
],
[
"a86",
"145",
"0t",
"1d9",
"pl",
"b8f",
"34u",
"wm",
"bxn",
"2tm"
],
[
"by",
"of",
"all",
"or",
"one",
"from",
"be",
"as",
"an",
"the"
],
[
"dos",
"for",
"tcp",
"pc",
"windows",
"mouse",
"or",
"ms",
"microsoft",
"amiga"
],
[
"is",
"the",
"are",
"what",
"as",
"there",
"not",
"this",
"an",
"which"
],
[
"of",
"you",
"jpeg",
"to",
"for",
"is",
"image",
"gif",
"it",
"in"
],
[
"10",
"20",
"15",
"14",
"13",
"16",
"11",
"12",
"18",
"17"
],
[
"is",
"db",
"si",
"and",
"byte",
"bh",
"or",
"al",
"cs",
"bl"
],
[
"subject",
"lines",
"edu",
"com",
"organization",
"article",
"re",
"from",
"writes",
"posting"
],
[
"of",
"health",
"and",
"92",
"to",
"12",
"in",
"hiv",
"10",
"aids"
],
[
"it",
"that",
"mr",
"he",
"to",
"president",
"you",
"was",
"of",
"is"
],
[
"ck",
"uw",
"w7",
"cx",
"c_",
"t7",
"lk",
"hz",
"w1",
"17"
],
[
"by",
"gun",
"in",
"the",
"and",
"file",
"to",
"for",
"of",
"congress"
],
[
"don",
"are",
"do",
"if",
"what",
"your",
"have",
"can",
"not",
"you"
],
[
"jehovah",
"god",
"is",
"of",
"and",
"he",
"lord",
"his",
"that",
"in"
],
[
"g9v",
"b8f",
"a86",
"1d9",
"0d",
"ax",
"75u",
"lg",
"b8e",
"145"
],
[
"and",
"of",
"will",
"this",
"in",
"that",
"to",
"we",
"is",
"have"
],
[
"were",
"jews",
"was",
"not",
"as",
"who",
"in",
"their",
"by",
"turkish"
],
[
"it",
"is",
"the",
"but",
"can",
"from",
"if",
"on",
"about",
"like"
],
[
"bit",
"32",
"mac",
"scsi",
"in",
"with",
"for",
"is",
"os",
"ibm"
],
[
"internet",
"what",
"are",
"in",
"and",
"is",
"privacy",
"on",
"anonymous",
"to"
],
[
"mu",
"ah",
"mm",
"m4",
"mp",
"mk",
"ma",
"mb",
"me",
"ms"
],
[
"to",
"in",
"for",
"edu",
"graphics",
"image",
"pub",
"ftp",
"is",
"from"
],
[
"20",
"40",
"00",
"50",
"appears",
"art",
"10",
"1st",
"wolverine",
"80"
],
[
"145",
"a86",
"_o",
"0d",
"6um",
"3t",
"6ei",
"34u",
"75u",
"0t"
],
[
"for",
"on",
"from",
"it",
"can",
"of",
"window",
"in",
"is",
"to"
],
[
"earth",
"spacecraft",
"as",
"planet",
"space",
"on",
"and",
"in",
"to",
"venus"
],
[
"wire",
"are",
"to",
"wiring",
"or",
"that",
"use",
"be",
"in",
"should"
],
[
"to",
"drives",
"drive",
"the",
"hard",
"disk",
"with",
"system",
"bios",
"controller"
],
[
"on",
"at",
"from",
"for",
"data",
"with",
"have",
"has",
"research",
"space"
],
[
"25",
"54",
"33",
"35",
"75",
"102",
"141",
"34",
"37",
"36"
],
[
"my",
"have",
"be",
"this",
"if",
"but",
"will",
"not",
"or",
"would"
],
[
"that",
"not",
"would",
"have",
"the",
"they",
"as",
"are",
"be",
"in"
],
[
"myers",
"ms",
"to",
"he",
"was",
"the",
"on",
"his",
"that",
"at"
],
[
"in",
"hockey",
"will",
"for",
"league",
"new",
"season",
"edu",
"team",
"nhl"
],
[
"output",
"file",
"entry",
"the",
"program",
"if",
"to",
"of",
"printf",
"be"
]
] | 71.268937 | intfloat/e5-large-v2 | 0.515 | 0.087748 | 0.222407 | 0.450675 |
20 Newsgroups Raw | NMF | 42 | 50 | [
[
"max",
"pl",
"ax",
"1t",
"giz",
"as",
"3t",
"bhj",
"qq",
"7ey"
],
[
"the",
"as",
"that",
"by",
"and",
"on",
"of",
"with",
"was",
"at"
],
[
"to",
"have",
"of",
"with",
"that",
"think",
"the",
"in",
"would",
"can"
],
[
"and",
"they",
"was",
"to",
"were",
"in",
"there",
"we",
"he",
"had"
],
[
"and",
"for",
"image",
"of",
"to",
"is",
"in",
"or",
"on",
"data"
],
[
"34u",
"145",
"3t",
"75u",
"6um",
"a86",
"_o",
"6ei",
"0d",
"0t"
],
[
"by",
"of",
"this",
"from",
"to",
"his",
"one",
"all",
"university",
"which"
],
[
"windows",
"dos",
"or",
"mouse",
"software",
"microsoft",
"tcp",
"for",
"ms",
"pc"
],
[
"have",
"and",
"to",
"the",
"with",
"other",
"as",
"work",
"well",
"both"
],
[
"to",
"is",
"jpeg",
"you",
"image",
"for",
"of",
"in",
"gif",
"this"
],
[
"13",
"10",
"16",
"14",
"12",
"15",
"20",
"11",
"18",
"17"
],
[
"and",
"db",
"cs",
"al",
"si",
"byte",
"bh",
"is",
"bl",
"or"
],
[
"subject",
"edu",
"lines",
"organization",
"university",
"writes",
"article",
"from",
"cs",
"re"
],
[
"nyr",
"55",
"bos",
"tor",
"det",
"pit",
"mtl",
"chi",
"nyi",
"la"
],
[
"mr",
"the",
"it",
"that",
"he",
"you",
"president",
"in",
"is",
"was"
],
[
"uw",
"w1",
"cx",
"17",
"lk",
"hz",
"c_",
"t7",
"w7",
"ck"
],
[
"in",
"gun",
"control",
"to",
"by",
"for",
"congress",
"the",
"file",
"on"
],
[
"what",
"you",
"have",
"if",
"not",
"your",
"do",
"to",
"don",
"can"
],
[
"to",
"his",
"was",
"he",
"in",
"but",
"who",
"him",
"at",
"adl"
],
[
"0d",
"1d9",
"lg",
"g9v",
"a86",
"b8f",
"75u",
"ax",
"b8e",
"145"
],
[
"our",
"will",
"this",
"in",
"of",
"we",
"to",
"administration",
"president",
"us"
],
[
"in",
"were",
"was",
"their",
"by",
"turkish",
"jews",
"as",
"armenian",
"had"
],
[
"if",
"the",
"can",
"it",
"but",
"so",
"like",
"about",
"from",
"just"
],
[
"to",
"will",
"have",
"be",
"who",
"would",
"people",
"their",
"right",
"them"
],
[
"what",
"is",
"internet",
"privacy",
"on",
"in",
"and",
"anonymous",
"for",
"are"
],
[
"the",
"will",
"or",
"be",
"openwindows",
"if",
"in",
"use",
"any",
"this"
],
[
"edu",
"mail",
"in",
"for",
"to",
"pub",
"graphics",
"is",
"ftp",
"from"
],
[
"50",
"00",
"20",
"appears",
"40",
"1st",
"art",
"10",
"wolverine",
"80"
],
[
"me",
"mp",
"mm",
"mb",
"m4",
"mh",
"mz",
"ma",
"ms",
"mu"
],
[
"is",
"for",
"on",
"in",
"of",
"can",
"available",
"from",
"to",
"it"
],
[
"1993",
"space",
"has",
"for",
"health",
"with",
"research",
"15",
"been",
"national"
],
[
"earth",
"on",
"space",
"to",
"in",
"planet",
"spacecraft",
"and",
"as",
"venus"
],
[
"with",
"disk",
"drive",
"drives",
"an",
"hard",
"the",
"bios",
"rom",
"controller"
],
[
"wire",
"to",
"are",
"is",
"or",
"be",
"in",
"the",
"wiring",
"for"
],
[
"75",
"35",
"54",
"25",
"33",
"102",
"141",
"34",
"36",
"37"
],
[
"is",
"this",
"to",
"widget",
"in",
"are",
"if",
"application",
"window",
"for"
],
[
"they",
"have",
"are",
"people",
"the",
"their",
"not",
"who",
"but",
"all"
],
[
"92",
"and",
"in",
"hiv",
"the",
"12",
"10",
"of",
"health",
"aids"
],
[
"for",
"will",
"nhl",
"in",
"team",
"games",
"new",
"league",
"season",
"hockey"
],
[
"be",
"as",
"by",
"god",
"in",
"are",
"not",
"but",
"an",
"or"
],
[
"the",
"is",
"this",
"there",
"what",
"has",
"which",
"one",
"not",
"an"
],
[
"ms",
"that",
"the",
"to",
"he",
"on",
"myers",
"it",
"president",
"think"
],
[
"writes",
"article",
"subject",
"organization",
"com",
"from",
"re",
"lines",
"ca",
"netcom"
],
[
"ibm",
"mac",
"os",
"in",
"32",
"scsi",
"bit",
"some",
"with",
"pc"
],
[
"ah",
"34",
"145",
"pl",
"34u",
"air",
"75u",
"b8",
"7u",
"tl"
],
[
"the",
"output",
"file",
"if",
"to",
"of",
"entry",
"program",
"printf",
"stream"
],
[
"34u",
"145",
"b8f",
"1d9",
"pl",
"0t",
"wm",
"a86",
"bxn",
"2tm"
],
[
"and",
"that",
"jehovah",
"lord",
"god",
"of",
"the",
"in",
"is",
"he"
],
[
"this",
"my",
"have",
"on",
"with",
"me",
"but",
"would",
"if",
"from"
],
[
"you",
"are",
"files",
"comp",
"can",
"mac",
"for",
"in",
"system",
"your"
]
] | 86.541216 | intfloat/e5-large-v2 | 0.504 | 0.095058 | 0.223442 | 0.454595 |
20 Newsgroups Raw | LDA | 42 | 10 | [
[
"and",
"for",
"from",
"the",
"in",
"to",
"edu",
"of",
"is",
"on"
],
[
"to",
"and",
"the",
"is",
"of",
"in",
"com",
"it",
"that",
"be"
],
[
"is",
"of",
"the",
"and",
"to",
"for",
"in",
"it",
"from",
"on"
],
[
"edu",
"to",
"of",
"in",
"the",
"it",
"is",
"and",
"that",
"for"
],
[
"to",
"that",
"the",
"is",
"of",
"you",
"it",
"and",
"in",
"not"
],
[
"ax",
"max",
"g9v",
"b8f",
"a86",
"pl",
"145",
"75u",
"0t",
"1d9"
],
[
"in",
"the",
"is",
"and",
"of",
"to",
"that",
"for",
"as",
"it"
],
[
"25",
"10",
"11",
"20",
"00",
"15",
"17",
"12",
"14",
"16"
],
[
"the",
"to",
"and",
"in",
"of",
"that",
"it",
"is",
"you",
"they"
],
[
"com",
"from",
"posting",
"subject",
"organization",
"edu",
"lines",
"nntp",
"re",
"host"
]
] | 181.381484 | intfloat/e5-large-v2 | 0.45 | 0.067691 | 0.266448 | 0.492752 |
20 Newsgroups Raw | LDA | 42 | 20 | [
[
"that",
"to",
"you",
"of",
"from",
"the",
"and",
"in",
"was",
"on"
],
[
"to",
"the",
"of",
"com",
"is",
"in",
"that",
"and",
"it",
"be"
],
[
"the",
"to",
"and",
"is",
"in",
"it",
"of",
"you",
"this",
"for"
],
[
"is",
"to",
"the",
"in",
"and",
"of",
"that",
"it",
"on",
"for"
],
[
"the",
"to",
"that",
"is",
"not",
"in",
"it",
"of",
"you",
"and"
],
[
"b8f",
"g9v",
"pl",
"a86",
"ax",
"max",
"145",
"1d9",
"1t",
"0t"
],
[
"to",
"of",
"and",
"is",
"that",
"in",
"the",
"as",
"for",
"was"
],
[
"11",
"12",
"10",
"25",
"15",
"20",
"14",
"16",
"13",
"18"
],
[
"in",
"that",
"it",
"and",
"of",
"the",
"to",
"they",
"you",
"is"
],
[
"com",
"hp",
"netcom",
"lines",
"organization",
"colorado",
"subject",
"from",
"the",
"db"
],
[
"nasa",
"in",
"of",
"subject",
"the",
"to",
"from",
"organization",
"lines",
"edu"
],
[
"of",
"the",
"to",
"writes",
"edu",
"com",
"article",
"re",
"is",
"in"
],
[
"cx",
"0d",
"_o",
"145",
"w7",
"c_",
"mv",
"ah",
"34u",
"lk"
],
[
"from",
"that",
"edu",
"the",
"is",
"of",
"in",
"to",
"it",
"re"
],
[
"to",
"the",
"of",
"it",
"is",
"and",
"for",
"in",
"with",
"that"
],
[
"the",
"to",
"of",
"in",
"is",
"and",
"for",
"be",
"are",
"on"
],
[
"subject",
"___",
"apr",
"1993",
"uk",
"of",
"lines",
"__",
"from",
"organization"
],
[
"subject",
"university",
"nntp",
"posting",
"lines",
"from",
"organization",
"host",
"edu",
"com"
],
[
"for",
"edu",
"and",
"00",
"from",
"subject",
"of",
"organization",
"sale",
"lines"
],
[
"is",
"edu",
"the",
"to",
"from",
"for",
"and",
"dos",
"it",
"windows"
]
] | 305.91093 | intfloat/e5-large-v2 | 0.375 | 0.039106 | 0.239209 | 0.417774 |
20 Newsgroups Raw | LDA | 42 | 30 | [
[
"the",
"to",
"com",
"that",
"in",
"you",
"of",
"and",
"from",
"writes"
],
[
"the",
"com",
"of",
"to",
"that",
"writes",
"in",
"edu",
"article",
"they"
],
[
"of",
"in",
"to",
"the",
"and",
"is",
"it",
"you",
"for",
"this"
],
[
"the",
"he",
"of",
"in",
"that",
"to",
"and",
"is",
"for",
"was"
],
[
"to",
"that",
"the",
"and",
"not",
"of",
"you",
"in",
"it",
"is"
],
[
"to",
"and",
"the",
"it",
"is",
"with",
"on",
"have",
"that",
"of"
],
[
"is",
"the",
"in",
"of",
"and",
"to",
"that",
"not",
"it",
"as"
],
[
"11",
"25",
"10",
"12",
"15",
"13",
"16",
"14",
"55",
"17"
],
[
"the",
"and",
"to",
"that",
"was",
"he",
"of",
"they",
"it",
"in"
],
[
"services",
"com",
"rochester",
"408",
"at",
"guest",
"netcom",
"gm",
"organization",
"241"
],
[
"of",
"edu",
"the",
"organization",
"subject",
"lines",
"from",
"university",
"to",
"in"
],
[
"host",
"from",
"subject",
"organization",
"lines",
"posting",
"nntp",
"com",
"the",
"edu"
],
[
"ah",
"_o",
"w7",
"0d",
"cx",
"34u",
"mv",
"145",
"c_",
"uw"
],
[
"the",
"writes",
"in",
"re",
"is",
"of",
"edu",
"that",
"from",
"article"
],
[
"to",
"that",
"for",
"in",
"the",
"it",
"of",
"with",
"is",
"and"
],
[
"to",
"the",
"in",
"is",
"and",
"of",
"be",
"for",
"this",
"or"
],
[
"__",
"___",
"_____",
"03",
"san",
"04",
"02",
"____",
"01",
"red"
],
[
"edu",
"organization",
"university",
"posting",
"subject",
"from",
"host",
"lines",
"nntp",
"of"
],
[
"subject",
"organization",
"for",
"sale",
"from",
"edu",
"and",
"lines",
"or",
"university"
],
[
"for",
"dos",
"edu",
"os",
"to",
"the",
"windows",
"it",
"and",
"ms"
],
[
"is",
"in",
"of",
"ibm",
"and",
"com",
"the",
"from",
"for",
"to"
],
[
"to",
"and",
"it",
"the",
"of",
"is",
"in",
"that",
"you",
"for"
],
[
"max",
"ax",
"b8f",
"g9v",
"a86",
"pl",
"145",
"1d9",
"1t",
"0t"
],
[
"50",
"00",
"of",
"10",
"1st",
"20",
"ufl",
"art",
"40",
"cover"
],
[
"edu",
"and",
"of",
"lines",
"db",
"subject",
"from",
"organization",
"the",
"gatech"
],
[
"in",
"the",
"to",
"space",
"and",
"of",
"for",
"on",
"nasa",
"is"
],
[
"that",
"in",
"the",
"is",
"of",
"and",
"to",
"for",
"as",
"are"
],
[
"com",
"organization",
"to",
"subject",
"from",
"lines",
"hp",
"the",
"ca",
"for"
],
[
"in",
"edu",
"to",
"the",
"you",
"writes",
"article",
"re",
"of",
"com"
],
[
"for",
"of",
"and",
"the",
"by",
"1993",
"apr",
"from",
"10",
"in"
]
] | 402.781334 | intfloat/e5-large-v2 | 0.35 | 0.03814 | 0.22624 | 0.387363 |
20 Newsgroups Raw | LDA | 42 | 40 | [
[
"of",
"to",
"in",
"the",
"writes",
"com",
"from",
"virginia",
"that",
"and"
],
[
"to",
"article",
"the",
"of",
"in",
"that",
"com",
"writes",
"edu",
"it"
],
[
"image",
"it",
"in",
"for",
"you",
"of",
"and",
"is",
"to",
"the"
],
[
"that",
"to",
"it",
"and",
"the",
"of",
"he",
"is",
"in",
"was"
],
[
"to",
"you",
"that",
"the",
"is",
"of",
"and",
"it",
"not",
"in"
],
[
"of",
"it",
"is",
"on",
"to",
"have",
"the",
"and",
"that",
"you"
],
[
"and",
"is",
"the",
"of",
"to",
"in",
"that",
"it",
"as",
"not"
],
[
"10",
"16",
"25",
"11",
"55",
"13",
"12",
"15",
"14",
"20"
],
[
"was",
"it",
"in",
"they",
"to",
"and",
"that",
"the",
"he",
"of"
],
[
"clarkson",
"at",
"com",
"david",
"gm",
"rochester",
"sternlight",
"edu",
"netcom",
"ahl"
],
[
"subject",
"cs",
"the",
"university",
"from",
"lines",
"of",
"edu",
"organization",
"to"
],
[
"from",
"ibm",
"lines",
"edu",
"com",
"subject",
"organization",
"re",
"posting",
"in"
],
[
"third",
"cornell",
"play",
"sb",
"period",
"power",
"pp",
"second",
"pts",
"ny"
],
[
"edu",
"the",
"of",
"netcom",
"in",
"is",
"that",
"from",
"re",
"berkeley"
],
[
"the",
"for",
"and",
"of",
"to",
"you",
"card",
"with",
"from",
"in"
],
[
"for",
"to",
"and",
"the",
"of",
"is",
"in",
"on",
"or",
"are"
],
[
"__",
"ca",
"___",
"in",
"of",
"for",
"from",
"canada",
"toronto",
"the"
],
[
"edu",
"cwru",
"host",
"posting",
"from",
"organization",
"cleveland",
"subject",
"nntp",
"lines"
],
[
"university",
"and",
"organization",
"subject",
"lines",
"state",
"sale",
"from",
"for",
"edu"
],
[
"os",
"for",
"the",
"and",
"dos",
"ms",
"microsoft",
"windows",
"edu",
"pc"
],
[
"com",
"in",
"of",
"for",
"and",
"the",
"is",
"to",
"from",
"edu"
],
[
"of",
"the",
"and",
"be",
"in",
"to",
"it",
"that",
"is",
"this"
],
[
"b8f",
"34u",
"145",
"0d",
"0t",
"1d9",
"a86",
"6um",
"_o",
"pl"
],
[
"40",
"00",
"20",
"of",
"10",
"cover",
"art",
"1st",
"50",
"the"
],
[
"and",
"edu",
"db",
"au",
"of",
"university",
"stanford",
"utexas",
"the",
"lines"
],
[
"of",
"and",
"the",
"space",
"in",
"to",
"for",
"nasa",
"on",
"from"
],
[
"in",
"to",
"of",
"and",
"the",
"that",
"is",
"for",
"by",
"as"
],
[
"lines",
"to",
"subject",
"hp",
"com",
"the",
"from",
"organization",
"for",
"in"
],
[
"edu",
"com",
"in",
"the",
"you",
"to",
"writes",
"article",
"re",
"of"
],
[
"for",
"10",
"1993",
"000",
"and",
"in",
"of",
"92",
"the",
"1992"
],
[
"pl",
"ax",
"g9v",
"1t",
"max",
"b8f",
"a86",
"3t",
"bhj",
"giz"
],
[
"and",
"in",
"of",
"to",
"it",
"the",
"is",
"you",
"that",
"have"
],
[
"of",
"and",
"to",
"scsi",
"drive",
"it",
"is",
"the",
"in",
"with"
],
[
"uk",
"gmt",
"co",
"mil",
"1993",
"03",
"apr",
"navy",
"from",
"04"
],
[
"the",
"of",
"to",
"that",
"in",
"and",
"is",
"for",
"this",
"have"
],
[
"it",
"to",
"is",
"that",
"of",
"the",
"you",
"not",
"are",
"in"
],
[
"you",
"to",
"of",
"the",
"in",
"and",
"that",
"is",
"edu",
"for"
],
[
"the",
"to",
"of",
"is",
"and",
"it",
"you",
"in",
"that",
"for"
],
[
"mv",
"cx",
"c_",
"hz",
"lk",
"w7",
"ah",
"t7",
"uw",
"ck"
],
[
"ca",
"canada",
"nec",
"bnr",
"bike",
"dod",
"bc",
"chris",
"carleton",
"ottawa"
]
] | 451.523821 | intfloat/e5-large-v2 | 0.3675 | 0.040134 | 0.244139 | 0.400926 |
20 Newsgroups Raw | LDA | 42 | 50 | [
[
"you",
"the",
"of",
"to",
"com",
"in",
"that",
"writes",
"and",
"edu"
],
[
"in",
"to",
"writes",
"of",
"dod",
"com",
"re",
"article",
"the",
"sun"
],
[
"to",
"is",
"the",
"and",
"of",
"for",
"you",
"image",
"in",
"it"
],
[
"to",
"of",
"is",
"that",
"and",
"the",
"in",
"he",
"edu",
"was"
],
[
"is",
"the",
"you",
"of",
"that",
"to",
"and",
"in",
"god",
"it"
],
[
"from",
"that",
"the",
"of",
"it",
"to",
"and",
"is",
"lines",
"on"
],
[
"to",
"the",
"of",
"and",
"is",
"in",
"not",
"that",
"it",
"as"
],
[
"11",
"16",
"10",
"12",
"la",
"55",
"15",
"14",
"13",
"19"
],
[
"that",
"in",
"and",
"they",
"to",
"of",
"the",
"was",
"is",
"it"
],
[
"clarkson",
"edu",
"john",
"at",
"gm",
"hockey",
"rochester",
"ahl",
"st",
"uhura"
],
[
"subject",
"edu",
"from",
"of",
"lines",
"organization",
"the",
"uiuc",
"university",
"in"
],
[
"subject",
"edu",
"tin",
"to",
"from",
"organization",
"lines",
"newsreader",
"of",
"com"
],
[
"sb",
"japanese",
"col",
"hp",
"colorado",
"uwaterloo",
"rpi",
"jp",
"japan",
"waterloo"
],
[
"the",
"in",
"edu",
"of",
"is",
"from",
"that",
"writes",
"article",
"re"
],
[
"for",
"and",
"in",
"with",
"of",
"is",
"it",
"to",
"the",
"card"
],
[
"of",
"to",
"and",
"the",
"or",
"in",
"for",
"is",
"on",
"be"
],
[
"canada",
"toronto",
"of",
"ericsson",
"for",
"in",
"nhl",
"vancouver",
"will",
"from"
],
[
"university",
"edu",
"posting",
"nntp",
"host",
"organization",
"lines",
"from",
"subject",
"of"
],
[
"for",
"edu",
"state",
"sale",
"ohio",
"lines",
"and",
"from",
"subject",
"organization"
],
[
"dos",
"edu",
"windows",
"ms",
"and",
"gatech",
"driver",
"for",
"of",
"from"
],
[
"of",
"ibm",
"com",
"the",
"in",
"from",
"and",
"lines",
"for",
"cd"
],
[
"of",
"it",
"in",
"the",
"to",
"that",
"you",
"they",
"and",
"was"
],
[
"in",
"lines",
"edu",
"from",
"com",
"organization",
"subject",
"of",
"the",
"access"
],
[
"for",
"is",
"and",
"from",
"in",
"it",
"edu",
"of",
"the",
"to"
],
[
"db",
"stanford",
"colostate",
"si",
"the",
"se",
"larc",
"lance",
"and",
"cs"
],
[
"to",
"of",
"for",
"space",
"the",
"and",
"in",
"is",
"on",
"edu"
],
[
"and",
"of",
"the",
"to",
"that",
"in",
"is",
"you",
"it",
"not"
],
[
"netcom",
"com",
"from",
"to",
"for",
"lines",
"organization",
"the",
"subject",
"re"
],
[
"writes",
"the",
"edu",
"in",
"com",
"you",
"re",
"article",
"to",
"cc"
],
[
"10",
"and",
"000",
"of",
"92",
"in",
"for",
"12",
"1993",
"11"
],
[
"to",
"of",
"and",
"the",
"that",
"is",
"in",
"be",
"are",
"it"
],
[
"it",
"uk",
"ac",
"is",
"in",
"of",
"the",
"to",
"and",
"that"
],
[
"drive",
"the",
"and",
"to",
"scsi",
"is",
"of",
"it",
"in",
"with"
],
[
"03",
"02",
"bnr",
"ca",
"co",
"from",
"carleton",
"uk",
"04",
"01"
],
[
"the",
"that",
"com",
"you",
"in",
"of",
"insurance",
"to",
"is",
"and"
],
[
"the",
"of",
"to",
"you",
"that",
"is",
"it",
"in",
"and",
"not"
],
[
"of",
"the",
"and",
"you",
"that",
"in",
"to",
"edu",
"they",
"gun"
],
[
"and",
"the",
"it",
"to",
"of",
"is",
"in",
"that",
"you",
"for"
],
[
"w7",
"ah",
"34u",
"cx",
"145",
"0d",
"c_",
"lk",
"mv",
"_o"
],
[
"ch",
"id",
"93",
"to",
"dec",
"apr",
"net",
"gene",
"wright",
"received"
],
[
"were",
"in",
"of",
"for",
"to",
"was",
"and",
"on",
"the",
"by"
],
[
"cs",
"uni",
"cornell",
"de",
"germany",
"ken",
"49",
"shaft",
"dale",
"arromdee"
],
[
"jpl",
"__",
"_____",
"from",
"vax",
"gov",
"the",
"nasa",
"___",
"in"
],
[
"berkeley",
"edu",
"in",
"the",
"you",
"of",
"is",
"caltech",
"to",
"keith"
],
[
"is",
"to",
"and",
"the",
"of",
"in",
"it",
"for",
"on",
"you"
],
[
"hiv",
"play",
"the",
"period",
"aids",
"flyers",
"pp",
"blues",
"92",
"power"
],
[
"0t",
"1t",
"g9v",
"1d9",
"ax",
"a86",
"pl",
"max",
"b8f",
"145"
],
[
"is",
"to",
"of",
"and",
"key",
"the",
"be",
"that",
"in",
"it"
],
[
"00",
"25",
"of",
"cover",
"15",
"1st",
"20",
"10",
"50",
"40"
],
[
"and",
"from",
"to",
"the",
"modem",
"file",
"of",
"alaska",
"bbs",
"org"
]
] | 516.784823 | intfloat/e5-large-v2 | 0.37 | 0.011326 | 0.220258 | 0.359704 |
20 Newsgroups Raw | Top2Vec | 42 | 10 | [
[
"prob",
"info",
"commented",
"fyi",
"hmm",
"huh",
"umm",
"regarding",
"regards",
"til"
],
[
"dr",
"medicine",
"antibiotics",
"health",
"info",
"fyi",
"diseases",
"medications",
"prob",
"indications"
],
[
"reply",
"commented",
"hmmmm",
"regarding",
"umm",
"info",
"hmm",
"fyi",
"excerpt",
"also"
],
[
"info",
"cryptography",
"prob",
"fyi",
"excerpt",
"hmm",
"encryptions",
"encryption",
"cryptanalysis",
"wiretapping"
],
[
"fyi",
"commented",
"info",
"anyway",
"regarding",
"_o",
"hmm",
"prob",
"huh",
"please"
],
[
"umm",
"regarding",
"commented",
"info",
"fyi",
"reply",
"hmmmmm",
"hmm",
"hmmmm",
"excerpt"
],
[
"hmm",
"ahem",
"excerpt",
"umm",
"reply",
"hmmmmm",
"hmmmm",
"commented",
"huh",
"hmmm"
],
[
"info",
"pls",
"please",
"fyi",
"interested",
"from",
"regards",
"computers",
"and",
"_o"
],
[
"electronics",
"microcontrollers",
"transistors",
"microelectronics",
"microcontroller",
"fyi",
"wiring",
"capacitors",
"prob",
"info"
],
[
"fyi",
"computers",
"_o",
"2_",
"prob",
"o_",
"computing",
"info",
"_u",
"from"
]
] | 64.387879 | intfloat/e5-large-v2 | 0.48 | -0.276201 | 0.224731 | 0.222141 |
20 Newsgroups Raw | Top2Vec | 42 | 20 | [
[
"regards",
"fyi",
"prob",
"huh",
"info",
"umm",
"commented",
"regarding",
"hmm",
"_o"
],
[
"dr",
"medicine",
"antibiotics",
"health",
"info",
"fyi",
"diseases",
"medications",
"prob",
"indications"
],
[
"reply",
"commented",
"hmmmm",
"regarding",
"umm",
"info",
"hmm",
"fyi",
"excerpt",
"also"
],
[
"info",
"cryptography",
"prob",
"fyi",
"excerpt",
"hmm",
"encryptions",
"encryption",
"cryptanalysis",
"wiretapping"
],
[
"info",
"fyi",
"baseball",
"commented",
"prob",
"regarding",
"huh",
"please",
"anyway",
"mlb"
],
[
"fyi",
"reply",
"regarding",
"info",
"commented",
"umm",
"hmmmm",
"hmm",
"hmmmmm",
"anyway"
],
[
"please",
"goaltenders",
"nhl",
"goaltending",
"commented",
"hockey",
"prob",
"regarding",
"fyi",
"info"
],
[
"umm",
"commented",
"reply",
"regarding",
"info",
"fyi",
"hmmmmm",
"hmm",
"hmmmm",
"responded"
],
[
"satellites",
"astronomy",
"spacecraft",
"science",
"nasa",
"fyi",
"aerospace",
"commented",
"hmm",
"prob"
],
[
"commented",
"answers",
"amen",
"excerpt",
"christianity",
"theology",
"ahem",
"hmmmm",
"hmm",
"reply"
],
[
"ahem",
"hmmmm",
"commented",
"umm",
"hmm",
"info",
"example",
"reply",
"huh",
"hmmmmm"
],
[
"deals",
"please",
"interested",
"info",
"pls",
"computers",
"offered",
"regards",
"listing",
"fyi"
],
[
"electronics",
"microcontrollers",
"transistors",
"microelectronics",
"microcontroller",
"fyi",
"wiring",
"capacitors",
"prob",
"info"
],
[
"regarding",
"_o",
"interested",
"from",
"reply",
"fyi",
"please",
"email",
"info",
"pls"
],
[
"motherboards",
"microcontrollers",
"computers",
"computer",
"fyi",
"computing",
"44mb",
"isbn",
"info",
"2_"
],
[
"v_",
"info",
"interested",
"please",
"regards",
"motherboards",
"computer",
"computers",
"computing",
"fyi"
],
[
"_o",
"fyi",
"computers",
"windows",
"2_",
"computing",
"prob",
"info",
"o_",
"_u"
],
[
"microcontrollers",
"computing",
"computers",
"motherboards",
"processors",
"computer",
"fyi",
"microprocessor",
"prob",
"microelectronics"
],
[
"examples",
"graphics",
"coordinates",
"o_",
"_o",
"images",
"_u",
"p_",
"example",
"graphs"
],
[
"0_",
"_o",
"example",
"fyi",
"xtappaddtimeout",
"2_",
"s_",
"o_",
"_u",
"1_"
]
] | 61.579405 | intfloat/e5-large-v2 | 0.425 | -0.251511 | 0.211316 | 0.251681 |
20 Newsgroups Raw | Top2Vec | 42 | 30 | [
[
"commented",
"armenians",
"umm",
"turkish",
"turkey",
"info",
"armenia",
"armenian",
"hmm",
"excerpt"
],
[
"regards",
"fyi",
"prob",
"huh",
"info",
"umm",
"commented",
"regarding",
"hmm",
"_o"
],
[
"dr",
"medicine",
"antibiotics",
"health",
"info",
"fyi",
"diseases",
"medications",
"prob",
"indications"
],
[
"fyi",
"regarding",
"hmmmm",
"info",
"hmm",
"uh",
"umm",
"commented",
"huh",
"also"
],
[
"regarding",
"info",
"hmm",
"commented",
"umm",
"reply",
"israelis",
"fyi",
"hmmmm",
"replies"
],
[
"info",
"cryptography",
"prob",
"fyi",
"excerpt",
"hmm",
"encryptions",
"encryption",
"cryptanalysis",
"wiretapping"
],
[
"info",
"fyi",
"baseball",
"commented",
"prob",
"regarding",
"huh",
"please",
"anyway",
"mlb"
],
[
"fyi",
"homosexuality",
"sexuality",
"hmm",
"commented",
"homosexuals",
"umm",
"hmmmm",
"reply",
"info"
],
[
"hockey",
"espn",
"nhl",
"regarding",
"please",
"fyi",
"dammit",
"uh",
"huh",
"prob"
],
[
"umm",
"hmm",
"fyi",
"info",
"commented",
"huh",
"regarding",
"ahem",
"why",
"reply"
],
[
"goaltenders",
"nhl",
"hockey",
"fyi",
"commented",
"goaltending",
"please",
"info",
"regarding",
"_o"
],
[
"umm",
"commented",
"reply",
"regarding",
"info",
"fyi",
"hmmmmm",
"hmm",
"hmmmm",
"responded"
],
[
"goaltending",
"nhl",
"please",
"goaltenders",
"commented",
"hockey",
"fyi",
"prob",
"2_",
"defensemen"
],
[
"fyi",
"infringed",
"handguns",
"firearm",
"guns",
"firearms",
"commented",
"umm",
"regarding",
"info"
],
[
"satellites",
"astronomy",
"spacecraft",
"science",
"nasa",
"fyi",
"aerospace",
"commented",
"hmm",
"prob"
],
[
"umm",
"reply",
"commented",
"fyi",
"info",
"hmmmmm",
"hmmmm",
"hmm",
"regarding",
"excerpt"
],
[
"commented",
"answers",
"amen",
"excerpt",
"christianity",
"theology",
"ahem",
"hmmmm",
"hmm",
"reply"
],
[
"huh",
"belief",
"umm",
"reply",
"atheists",
"hmm",
"commented",
"atheist",
"hmmmm",
"example"
],
[
"deals",
"please",
"interested",
"info",
"pls",
"computers",
"offered",
"regards",
"listing",
"fyi"
],
[
"electronics",
"microcontrollers",
"transistors",
"microelectronics",
"microcontroller",
"fyi",
"wiring",
"capacitors",
"prob",
"info"
],
[
"regarding",
"_o",
"interested",
"from",
"reply",
"fyi",
"please",
"email",
"info",
"pls"
],
[
"computers",
"computing",
"windows",
"2_",
"microsoft",
"_o",
"fyi",
"software",
"huh",
"info"
],
[
"motherboards",
"microcontrollers",
"computers",
"computer",
"fyi",
"computing",
"44mb",
"isbn",
"info",
"2_"
],
[
"v_",
"info",
"interested",
"please",
"regards",
"motherboards",
"computer",
"computers",
"computing",
"fyi"
],
[
"fyi",
"prob",
"computing",
"o_",
"_u",
"computers",
"_o",
"2_",
"info",
"p_"
],
[
"microcontrollers",
"computing",
"computers",
"motherboards",
"processors",
"computer",
"fyi",
"microprocessor",
"prob",
"microelectronics"
],
[
"please",
"p_",
"images",
"_u",
"examples",
"_o",
"from",
"o_",
"example",
"graphics"
],
[
"_o",
"graphs",
"graphics",
"computation",
"example",
"geometry",
"coordinates",
"equations",
"examples",
"p_"
],
[
"_o",
"o_",
"example",
"_u",
"xtappaddtimeout",
"2_",
"xcreatewindow",
"displaying",
"0_",
"1_"
],
[
"_o",
"also",
"o_",
"_u",
"unix",
"example",
"2_",
"compiling",
"s_",
"fyi"
]
] | 61.016226 | intfloat/e5-large-v2 | 0.39 | -0.257119 | 0.204063 | 0.249715 |
20 Newsgroups Raw | Top2Vec | 42 | 40 | [
[
"commented",
"armenians",
"umm",
"turkish",
"turkey",
"info",
"armenia",
"armenian",
"hmm",
"excerpt"
],
[
"regards",
"fyi",
"prob",
"huh",
"info",
"umm",
"commented",
"regarding",
"hmm",
"_o"
],
[
"dr",
"medicine",
"antibiotics",
"health",
"info",
"fyi",
"diseases",
"medications",
"prob",
"indications"
],
[
"fyi",
"regarding",
"hmmmm",
"info",
"hmm",
"uh",
"umm",
"commented",
"huh",
"also"
],
[
"regarding",
"info",
"hmm",
"commented",
"umm",
"reply",
"israelis",
"fyi",
"hmmmm",
"replies"
],
[
"info",
"cryptography",
"prob",
"fyi",
"excerpt",
"hmm",
"encryptions",
"encryption",
"cryptanalysis",
"wiretapping"
],
[
"info",
"fyi",
"baseball",
"commented",
"prob",
"regarding",
"huh",
"please",
"anyway",
"mlb"
],
[
"fyi",
"homosexuality",
"sexuality",
"hmm",
"commented",
"homosexuals",
"umm",
"hmmmm",
"reply",
"info"
],
[
"hmm",
"morality",
"example",
"commented",
"atheists",
"reply",
"atheist",
"examples",
"til",
"huh"
],
[
"hockey",
"nhl",
"please",
"fyi",
"eh",
"goaltenders",
"info",
"commented",
"interested",
"from"
],
[
"hockey",
"espn",
"nhl",
"regarding",
"please",
"fyi",
"dammit",
"uh",
"huh",
"prob"
],
[
"umm",
"hmm",
"fyi",
"info",
"commented",
"huh",
"regarding",
"ahem",
"why",
"reply"
],
[
"hockey",
"goaltenders",
"goaltending",
"fyi",
"goalies",
"nhl",
"info",
"defensemen",
"please",
"goaltender"
],
[
"goaltenders",
"fyi",
"regarding",
"please",
"commented",
"hockey",
"nhl",
"goaltending",
"info",
"_o"
],
[
"umm",
"commented",
"reply",
"regarding",
"info",
"fyi",
"hmmmmm",
"hmm",
"hmmmm",
"responded"
],
[
"hockey",
"commented",
"goaltending",
"fyi",
"nhl",
"prob",
"goaltenders",
"please",
"2_",
"reply"
],
[
"fyi",
"infringed",
"handguns",
"firearm",
"guns",
"firearms",
"commented",
"umm",
"regarding",
"info"
],
[
"morals",
"objectively",
"hmm",
"morality",
"ahem",
"huh",
"umm",
"philosophy",
"_o",
"reply"
],
[
"verses_",
"bible",
"answers",
"excerpt",
"commented",
"scriptures",
"septuagint",
"scripture",
"reply",
"theology"
],
[
"spacecraft",
"astronomy",
"astronomers",
"telescopes",
"advertisement",
"advertising",
"satellites",
"space",
"billboards",
"nasa"
],
[
"ahem",
"hmmm",
"hmm",
"info",
"excerpt",
"hmmmm",
"hmmmmm",
"fyi",
"_o",
"reply"
],
[
"nasa",
"commented",
"science",
"prob",
"fyi",
"spacecraft",
"aerospace",
"hmm",
"hmmmm",
"satellites"
],
[
"umm",
"reply",
"commented",
"fyi",
"info",
"hmmmmm",
"hmmmm",
"hmm",
"regarding",
"excerpt"
],
[
"ahem",
"beliefs",
"commented",
"excerpt",
"amen",
"christianity",
"theology",
"answers",
"hmmmm",
"scripture"
],
[
"homosexuality",
"homosexuals",
"sexuality",
"christianity",
"homosexual",
"amen",
"commented",
"bible",
"reply",
"gays"
],
[
"belief",
"reply",
"atheists",
"hmm",
"atheist",
"beliefs",
"umm",
"hmmmm",
"commented",
"huh"
],
[
"from",
"email",
"emailed",
"please",
"regarding",
"pls",
"_in",
"and",
"info",
"2_"
],
[
"deals",
"please",
"interested",
"info",
"pls",
"computers",
"offered",
"regards",
"listing",
"fyi"
],
[
"electronics",
"microcontrollers",
"transistors",
"microelectronics",
"microcontroller",
"fyi",
"wiring",
"capacitors",
"prob",
"info"
],
[
"please",
"fyi",
"interested",
"info",
"_o",
"links",
"from",
"regarding",
"reply",
"also"
],
[
"computers",
"computing",
"windows",
"2_",
"microsoft",
"_o",
"fyi",
"software",
"huh",
"info"
],
[
"motherboards",
"microcontrollers",
"computers",
"computer",
"fyi",
"computing",
"44mb",
"isbn",
"info",
"2_"
],
[
"2_",
"motherboards",
"computers",
"computer",
"fyi",
"interested",
"processors",
"v_",
"regards",
"please"
],
[
"computers",
"monitors",
"regards",
"fyi",
"monitor",
"computer",
"interested",
"displaying",
"images",
"motherboards"
],
[
"fyi",
"prob",
"computing",
"o_",
"_u",
"computers",
"_o",
"2_",
"info",
"p_"
],
[
"microcontrollers",
"computing",
"computers",
"motherboards",
"processors",
"computer",
"fyi",
"microprocessor",
"prob",
"microelectronics"
],
[
"please",
"p_",
"images",
"_u",
"examples",
"_o",
"from",
"o_",
"example",
"graphics"
],
[
"_o",
"graphs",
"graphics",
"computation",
"example",
"geometry",
"coordinates",
"equations",
"examples",
"p_"
],
[
"_o",
"o_",
"example",
"_u",
"xtappaddtimeout",
"2_",
"xcreatewindow",
"displaying",
"0_",
"1_"
],
[
"_o",
"also",
"o_",
"_u",
"unix",
"example",
"2_",
"compiling",
"s_",
"fyi"
]
] | 61.087602 | intfloat/e5-large-v2 | 0.365 | -0.246261 | 0.207246 | 0.256149 |
20 Newsgroups Raw | Top2Vec | 42 | 50 | [
[
"commented",
"armenians",
"umm",
"turkish",
"turkey",
"info",
"armenia",
"armenian",
"hmm",
"excerpt"
],
[
"fyi",
"prob",
"commented",
"regards",
"info",
"huh",
"umm",
"hmm",
"_o",
"regarding"
],
[
"dr",
"medicine",
"antibiotics",
"health",
"info",
"fyi",
"diseases",
"medications",
"prob",
"indications"
],
[
"fyi",
"regarding",
"hmmmm",
"info",
"hmm",
"uh",
"umm",
"commented",
"huh",
"also"
],
[
"regarding",
"info",
"hmm",
"commented",
"umm",
"reply",
"israelis",
"fyi",
"hmmmm",
"replies"
],
[
"cryptography",
"fyi",
"encryption",
"encryptions",
"hmm",
"wiretapping",
"info",
"cryptanalysis",
"prob",
"excerpt"
],
[
"info",
"fyi",
"baseball",
"commented",
"prob",
"regarding",
"huh",
"please",
"anyway",
"mlb"
],
[
"copying",
"copied",
"copies",
"encryption",
"computers",
"fyi",
"computing",
"archived",
"excerpt",
"example"
],
[
"detectors",
"radar",
"detection",
"detected",
"fyi",
"info",
"detecting",
"sensors",
"detector",
"til"
],
[
"fyi",
"homosexuality",
"sexuality",
"hmm",
"commented",
"homosexuals",
"umm",
"hmmmm",
"reply",
"info"
],
[
"hmm",
"morality",
"example",
"commented",
"atheists",
"reply",
"atheist",
"examples",
"til",
"huh"
],
[
"hockey",
"nhl",
"please",
"fyi",
"eh",
"goaltenders",
"info",
"commented",
"interested",
"from"
],
[
"hockey",
"espn",
"nhl",
"regarding",
"please",
"fyi",
"dammit",
"uh",
"huh",
"prob"
],
[
"umm",
"hmm",
"fyi",
"info",
"commented",
"huh",
"regarding",
"ahem",
"why",
"reply"
],
[
"hockey",
"goaltenders",
"goaltending",
"fyi",
"goalies",
"nhl",
"info",
"defensemen",
"please",
"goaltender"
],
[
"goaltenders",
"fyi",
"regarding",
"please",
"commented",
"hockey",
"nhl",
"goaltending",
"info",
"_o"
],
[
"umm",
"commented",
"reply",
"regarding",
"info",
"fyi",
"hmmmmm",
"hmm",
"hmmmm",
"responded"
],
[
"hockey",
"commented",
"goaltending",
"fyi",
"nhl",
"prob",
"goaltenders",
"please",
"2_",
"reply"
],
[
"fyi",
"infringed",
"handguns",
"firearm",
"guns",
"firearms",
"commented",
"umm",
"regarding",
"info"
],
[
"jesus",
"christianity",
"reply",
"commented",
"hmm",
"umm",
"huh",
"theology",
"hmmmm",
"info"
],
[
"morals",
"objectively",
"hmm",
"morality",
"ahem",
"huh",
"umm",
"philosophy",
"_o",
"reply"
],
[
"verses_",
"bible",
"answers",
"excerpt",
"commented",
"scriptures",
"septuagint",
"scripture",
"reply",
"theology"
],
[
"spacecraft",
"astronomy",
"astronomers",
"telescopes",
"advertisement",
"advertising",
"satellites",
"space",
"billboards",
"nasa"
],
[
"ahem",
"hmmm",
"hmm",
"info",
"excerpt",
"hmmmm",
"hmmmmm",
"fyi",
"_o",
"reply"
],
[
"holy",
"mary",
"theology",
"amen",
"excerpt",
"info",
"commented",
"proof",
"hmmmm",
"ahem"
],
[
"nasa",
"commented",
"science",
"prob",
"fyi",
"spacecraft",
"aerospace",
"hmm",
"hmmmm",
"satellites"
],
[
"umm",
"reply",
"commented",
"fyi",
"info",
"hmmmmm",
"hmmmm",
"hmm",
"regarding",
"excerpt"
],
[
"excerpt",
"christianity",
"answers",
"scripture",
"theology",
"beliefs",
"amen",
"commented",
"ahem",
"belief"
],
[
"homosexuality",
"homosexuals",
"sexuality",
"christianity",
"homosexual",
"amen",
"commented",
"bible",
"reply",
"gays"
],
[
"commented",
"huh",
"atheist",
"reply",
"umm",
"atheists",
"info",
"_o",
"anyway",
"replies"
],
[
"atheists",
"beliefs",
"belief",
"atheist",
"atheism",
"hmm",
"skepticism",
"reply",
"answers",
"example"
],
[
"from",
"email",
"emailed",
"please",
"regarding",
"pls",
"_in",
"and",
"info",
"2_"
],
[
"deals",
"please",
"interested",
"info",
"pls",
"computers",
"offered",
"regards",
"listing",
"fyi"
],
[
"laserjet",
"printing",
"laserwriter",
"printers",
"printer",
"printed",
"print",
"fyi",
"computers",
"prints"
],
[
"microcontrollers",
"fyi",
"computers",
"info",
"motherboards",
"computing",
"computer",
"interfacing",
"microcontroller",
"com"
],
[
"electronics",
"microcontrollers",
"transistors",
"microelectronics",
"microcontroller",
"fyi",
"wiring",
"capacitors",
"prob",
"info"
],
[
"please",
"fyi",
"interested",
"info",
"_o",
"links",
"from",
"regarding",
"reply",
"also"
],
[
"processors",
"microprocessor",
"motherboards",
"microcontrollers",
"motherboard",
"computers",
"66mhz",
"processor",
"supercomputing",
"computing"
],
[
"computers",
"computing",
"windows",
"2_",
"microsoft",
"_o",
"fyi",
"software",
"huh",
"info"
],
[
"formatting",
"_o",
"fyi",
"printing",
"font",
"fonts",
"graphics",
"typing",
"please",
"_u"
],
[
"fyi",
"computers",
"microcontrollers",
"motherboards",
"computer",
"computing",
"harddrive",
"44mb",
"isbn",
"2_"
],
[
"2_",
"motherboards",
"computers",
"computer",
"fyi",
"interested",
"processors",
"v_",
"regards",
"please"
],
[
"computers",
"monitors",
"regards",
"fyi",
"monitor",
"computer",
"interested",
"displaying",
"images",
"motherboards"
],
[
"computing",
"fyi",
"computers",
"prob",
"_o",
"o_",
"_u",
"d_",
"info",
"2_"
],
[
"microelectronics",
"processors",
"computer",
"fyi",
"motherboards",
"computers",
"electronics",
"computing",
"microcontrollers",
"microprocessor"
],
[
"p_",
"images",
"o_",
"example",
"_o",
"_u",
"graphics",
"examples",
"v_",
"2_"
],
[
"examples",
"graphics",
"images",
"gif",
"example",
"please",
"from",
"_o",
"gifs",
"imaging"
],
[
"_o",
"graphs",
"graphics",
"computation",
"example",
"geometry",
"coordinates",
"equations",
"examples",
"p_"
],
[
"_o",
"o_",
"example",
"_u",
"xtappaddtimeout",
"2_",
"xcreatewindow",
"displaying",
"0_",
"1_"
],
[
"_o",
"also",
"o_",
"_u",
"unix",
"example",
"2_",
"compiling",
"s_",
"fyi"
]
] | 61.349559 | intfloat/e5-large-v2 | 0.372 | -0.233597 | 0.220125 | 0.278514 |
20 Newsgroups Raw | GMM | 42 | 10 | [
[
"graphics",
"image",
"windows",
"max",
"program",
"files",
"window",
"file",
"jpeg",
"dos"
],
[
"armenian",
"jews",
"turkish",
"israel",
"israeli",
"armenians",
"armenia",
"arab",
"turks",
"were"
],
[
"chip",
"nsa",
"escrow",
"clipper",
"security",
"key",
"keys",
"encryption",
"des",
"government"
],
[
"b8f",
"shipping",
"00",
"sale",
"145",
"max",
"1d9",
"a86",
"mail",
"g9v"
],
[
"shuttle",
"henry",
"nasa",
"launch",
"orbit",
"space",
"earth",
"moon",
"gov",
"mission"
],
[
"controller",
"mac",
"scsi",
"disk",
"bus",
"video",
"drive",
"ide",
"card",
"monitor"
],
[
"jesus",
"christ",
"christians",
"bible",
"christian",
"god",
"church",
"faith",
"religion",
"believe"
],
[
"season",
"year",
"games",
"game",
"league",
"play",
"players",
"baseball",
"team",
"hockey"
],
[
"fbi",
"guns",
"people",
"gun",
"batf",
"government",
"fire",
"she",
"health",
"children"
],
[
"cars",
"bike",
"dod",
"car",
"engine",
"bmw",
"ride",
"ford",
"oil",
"riding"
]
] | 49.318806 | intfloat/e5-large-v2 | 0.98 | 0.096227 | 0.227997 | 0.57934 |
20 Newsgroups Raw | GMM | 42 | 20 | [
[
"ide",
"drive",
"drives",
"controller",
"scsi",
"mac",
"apple",
"disk",
"bus",
"card"
],
[
"turkish",
"turks",
"arab",
"israeli",
"jewish",
"israel",
"jews",
"armenia",
"armenians",
"armenian"
],
[
"os",
"anonymous",
"program",
"entry",
"software",
"key",
"microsoft",
"db",
"output",
"file"
],
[
"medical",
"msg",
"disease",
"patients",
"doctor",
"pitt",
"cancer",
"candida",
"food",
"diet"
],
[
"a86",
"1d9",
"34u",
"pl",
"b8f",
"g9v",
"max",
"145",
"1t",
"0t"
],
[
"files",
"file",
"dos",
"windows",
"ms",
"microsoft",
"os",
"mouse",
"manager",
"memory"
],
[
"fbi",
"atf",
"survivors",
"waco",
"fire",
"children",
"koresh",
"batf",
"gas",
"compound"
],
[
"team",
"game",
"hockey",
"nhl",
"season",
"games",
"play",
"25",
"players",
"55"
],
[
"firearms",
"crime",
"cramer",
"weapons",
"gun",
"government",
"optilink",
"guns",
"people",
"right"
],
[
"bike",
"car",
"dod",
"cars",
"engine",
"bmw",
"riding",
"oil",
"ride",
"ford"
],
[
"voltage",
"wire",
"circuit",
"wiring",
"audio",
"radio",
"amp",
"battery",
"ground",
"power"
],
[
"50",
"00",
"asking",
"forsale",
"condition",
"10",
"shipping",
"sale",
"offer",
"price"
],
[
"clipper",
"encryption",
"key",
"chip",
"escrow",
"government",
"keys",
"nsa",
"algorithm",
"crypto"
],
[
"god",
"bible",
"christ",
"jesus",
"church",
"christian",
"sin",
"lord",
"christians",
"his"
],
[
"morality",
"religion",
"god",
"atheists",
"atheism",
"objective",
"moral",
"atheist",
"keith",
"say"
],
[
"space",
"orbit",
"nasa",
"launch",
"henry",
"moon",
"earth",
"shuttle",
"mission",
"spacecraft"
],
[
"motif",
"widget",
"xterm",
"server",
"window",
"x11r5",
"x11",
"application",
"lib",
"display"
],
[
"baseball",
"runs",
"games",
"team",
"game",
"year",
"braves",
"hit",
"players",
"pitcher"
],
[
"diamond",
"video",
"drivers",
"monitor",
"card",
"bus",
"ati",
"vga",
"cards",
"driver"
],
[
"0d",
"graphics",
"jpeg",
"gif",
"image",
"format",
"_o",
"images",
"files",
"file"
]
] | 53.09679 | intfloat/e5-large-v2 | 0.93 | 0.12566 | 0.232191 | 0.583331 |
20 Newsgroups Raw | GMM | 42 | 30 | [
[
"card",
"pc",
"please",
"thanks",
"anyone",
"advance",
"looking",
"help",
"mail",
"board"
],
[
"armenians",
"israel",
"turkish",
"armenian",
"israeli",
"arab",
"turks",
"jews",
"jewish",
"armenia"
],
[
"des",
"key",
"encryption",
"cryptography",
"ripem",
"pgp",
"rsa",
"security",
"nsa",
"keys"
],
[
"apple",
"drive",
"ide",
"drives",
"scsi",
"disk",
"controller",
"hard",
"mac",
"floppy"
],
[
"space",
"planet",
"earth",
"sky",
"energy",
"larson",
"gamma",
"universe",
"moon",
"photography"
],
[
"morality",
"faith",
"atheism",
"atheists",
"objective",
"science",
"existence",
"god",
"believe",
"exist"
],
[
"db",
"file",
"graphics",
"jpeg",
"image",
"pub",
"ftp",
"available",
"dos",
"software"
],
[
"space",
"nasa",
"launch",
"mission",
"shuttle",
"orbit",
"alaska",
"henry",
"moon",
"hst"
],
[
"bikes",
"ride",
"bmw",
"riding",
"bike",
"motorcycle",
"dod",
"rider",
"helmet",
"motorcycles"
],
[
"escrow",
"clipper",
"chip",
"algorithm",
"government",
"encryption",
"keys",
"key",
"enforcement",
"crypto"
],
[
"firearms",
"gun",
"crime",
"weapons",
"militia",
"guns",
"amendment",
"control",
"weapon",
"arms"
],
[
"display",
"widget",
"xterm",
"server",
"motif",
"window",
"lib",
"x11r5",
"application",
"mit"
],
[
"fire",
"koresh",
"fbi",
"batf",
"waco",
"atf",
"compound",
"children",
"gas",
"survivors"
],
[
"optilink",
"cramer",
"gay",
"men",
"sexual",
"homosexual",
"clayton",
"homosexuals",
"kinsey",
"sex"
],
[
"dealer",
"engine",
"car",
"ford",
"cars",
"oil",
"mustang",
"miles",
"bmw",
"driving"
],
[
"president",
"clinton",
"tax",
"health",
"drugs",
"mr",
"government",
"care",
"insurance",
"jobs"
],
[
"game",
"fans",
"hockey",
"nhl",
"team",
"espn",
"games",
"abc",
"coverage",
"teams"
],
[
"a86",
"g9v",
"b8f",
"max",
"pl",
"1d9",
"145",
"34u",
"1t",
"0t"
],
[
"hockey",
"team",
"season",
"game",
"25",
"det",
"play",
"pit",
"55",
"period"
],
[
"year",
"baseball",
"players",
"team",
"game",
"hit",
"morris",
"braves",
"runs",
"pitcher"
],
[
"livesey",
"sgi",
"keith",
"solntze",
"islam",
"rushdie",
"wpd",
"islamic",
"religion",
"jon"
],
[
"god",
"church",
"love",
"peace",
"petch",
"christian",
"lord",
"her",
"catholic",
"christ"
],
[
"circuit",
"ground",
"wire",
"wiring",
"battery",
"power",
"voltage",
"amp",
"radar",
"radio"
],
[
"file",
"dos",
"ms",
"windows",
"files",
"os",
"mouse",
"microsoft",
"disk",
"win"
],
[
"shipping",
"offer",
"00",
"50",
"condition",
"sale",
"forsale",
"asking",
"price",
"10"
],
[
"04",
"02",
"03",
"baseball",
"sox",
"cubs",
"phillies",
"game",
"mets",
"games"
],
[
"bus",
"bit",
"ati",
"drivers",
"video",
"eisa",
"cards",
"card",
"vga",
"monitor"
],
[
"cx",
"_o",
"0d",
"graphics",
"c_",
"image",
"polygon",
"3d",
"files",
"145"
],
[
"disease",
"msg",
"patients",
"medical",
"doctor",
"cancer",
"pitt",
"food",
"candida",
"diet"
],
[
"jesus",
"bible",
"god",
"church",
"christians",
"sin",
"lord",
"christian",
"christ",
"his"
]
] | 77.804416 | intfloat/e5-large-v2 | 0.903333 | 0.128292 | 0.225197 | 0.540949 |
20 Newsgroups Raw | GMM | 42 | 40 | [
[
"dos",
"pc",
"ms",
"thanks",
"tcp",
"windows",
"microsoft",
"software",
"ftp",
"driver"
],
[
"israel",
"israeli",
"armenians",
"turkish",
"armenian",
"jews",
"armenia",
"arab",
"turks",
"jewish"
],
[
"pgp",
"encryption",
"nsa",
"cryptography",
"des",
"ripem",
"rsa",
"security",
"key",
"crypt"
],
[
"mac",
"macs",
"lc",
"nubus",
"duo",
"quadra",
"monitor",
"apple",
"drive",
"scsi"
],
[
"earth",
"space",
"sky",
"energy",
"larson",
"photography",
"moon",
"universe",
"planet",
"gamma"
],
[
"exist",
"believe",
"atheist",
"atheists",
"atheism",
"science",
"god",
"existence",
"faith",
"religion"
],
[
"ms",
"os",
"microsoft",
"dos",
"windows",
"nt",
"comp",
"unix",
"challenge",
"software"
],
[
"orbit",
"space",
"mission",
"shuttle",
"launch",
"nasa",
"henry",
"alaska",
"moon",
"hst"
],
[
"bike",
"bikes",
"dod",
"ride",
"riding",
"rider",
"motorcycle",
"helmet",
"bmw",
"shaft"
],
[
"chip",
"encryption",
"key",
"clipper",
"escrow",
"crypto",
"keys",
"government",
"algorithm",
"enforcement"
],
[
"radar",
"car",
"dod",
"insurance",
"driving",
"traffic",
"geico",
"dog",
"cop",
"infante"
],
[
"x11r5",
"output",
"entry",
"file",
"sun",
"x11",
"motif",
"lib",
"openwindows",
"xterm"
],
[
"control",
"firearms",
"arms",
"guns",
"amendment",
"weapon",
"weapons",
"crime",
"militia",
"gun"
],
[
"homosexual",
"cramer",
"optilink",
"homosexuals",
"gay",
"men",
"clayton",
"sex",
"sexual",
"kinsey"
],
[
"car",
"v6",
"mustang",
"engine",
"eliot",
"ford",
"cars",
"v8",
"toyota",
"sho"
],
[
"government",
"mr",
"clinton",
"health",
"tax",
"president",
"drugs",
"insurance",
"care",
"war"
],
[
"abc",
"team",
"fans",
"espn",
"game",
"games",
"hockey",
"coverage",
"nhl",
"teams"
],
[
"miles",
"car",
"sale",
"bmw",
"toyota",
"insurance",
"condition",
"bike",
"price",
"honda"
],
[
"hockey",
"game",
"team",
"season",
"25",
"play",
"55",
"pit",
"det",
"period"
],
[
"year",
"game",
"baseball",
"players",
"team",
"hit",
"runs",
"morris",
"braves",
"pitcher"
],
[
"sandvik",
"kent",
"religion",
"islamic",
"rushdie",
"islam",
"jaeger",
"newton",
"christian",
"god"
],
[
"peace",
"church",
"love",
"god",
"petch",
"christian",
"catholic",
"verse",
"lord",
"maria"
],
[
"wire",
"amp",
"voltage",
"wiring",
"current",
"audio",
"ground",
"circuit",
"power",
"radio"
],
[
"file",
"dos",
"mouse",
"problem",
"disk",
"memory",
"running",
"windows",
"files",
"swap"
],
[
"gopher",
"fax",
"mail",
"file",
"phone",
"ftp",
"number",
"address",
"bbs",
"email"
],
[
"phillies",
"03",
"04",
"baseball",
"02",
"cubs",
"game",
"sox",
"mets",
"games"
],
[
"drivers",
"diamond",
"xfree86",
"monitor",
"ati",
"video",
"card",
"vga",
"cards",
"driver"
],
[
"points",
"looking",
"polygon",
"polygons",
"sphere",
"3d",
"algorithm",
"code",
"graphics",
"package"
],
[
"medical",
"patients",
"msg",
"doctor",
"disease",
"pitt",
"gordon",
"food",
"cancer",
"candida"
],
[
"jesus",
"bible",
"christians",
"church",
"lord",
"sin",
"christ",
"god",
"christian",
"his"
],
[
"atf",
"koresh",
"fire",
"compound",
"fbi",
"waco",
"batf",
"children",
"survivors",
"gas"
],
[
"b8f",
"145",
"a86",
"pl",
"g9v",
"max",
"1d9",
"34u",
"1t",
"0t"
],
[
"car",
"engine",
"battery",
"oil",
"miles",
"batteries",
"clutch",
"brake",
"dealer",
"concrete"
],
[
"morality",
"objective",
"moral",
"keith",
"caltech",
"livesey",
"frank",
"cobb",
"schneider",
"sgi"
],
[
"forsale",
"50",
"shipping",
"00",
"price",
"10",
"condition",
"offer",
"sale",
"1st"
],
[
"cache",
"cpu",
"clock",
"mhz",
"performance",
"speed",
"risc",
"486",
"faster",
"ram"
],
[
"gif",
"images",
"jpeg",
"image",
"db",
"file",
"files",
"graphics",
"format",
"ftp"
],
[
"pc",
"board",
"advance",
"thanks",
"port",
"help",
"pin",
"anyone",
"card",
"simms"
],
[
"widget",
"server",
"window",
"visual",
"colormap",
"application",
"display",
"xlib",
"event",
"motif"
],
[
"ide",
"drives",
"scsi",
"drive",
"controller",
"disk",
"bios",
"bus",
"isa",
"hard"
]
] | 93.885222 | intfloat/e5-large-v2 | 0.8525 | 0.121793 | 0.21117 | 0.536638 |
20 Newsgroups Raw | GMM | 42 | 50 | [
[
"controller",
"drive",
"disk",
"drives",
"scsi",
"ide",
"bios",
"hard",
"floppy",
"slave"
],
[
"jews",
"israeli",
"arab",
"israel",
"arabs",
"jewish",
"palestinians",
"jake",
"palestinian",
"israelis"
],
[
"security",
"pgp",
"des",
"encryption",
"ripem",
"crypt",
"key",
"rsa",
"cryptography",
"keys"
],
[
"centris",
"apple",
"macs",
"mac",
"fpu",
"pds",
"lc",
"simms",
"nubus",
"quadra"
],
[
"universe",
"sky",
"larson",
"photography",
"gamma",
"earth",
"energy",
"space",
"temperature",
"light"
],
[
"gordon",
"banks",
"pitt",
"geb",
"science",
"dsl",
"medicine",
"medical",
"n3jxp",
"skepticism"
],
[
"os",
"windows",
"nt",
"microsoft",
"ms",
"comp",
"dos",
"unix",
"software",
"challenge"
],
[
"alaska",
"henry",
"space",
"hst",
"shuttle",
"moon",
"zoo",
"toronto",
"orbit",
"mission"
],
[
"ride",
"riding",
"rider",
"dod",
"bike",
"helmet",
"motorcycle",
"dog",
"shaft",
"bikes"
],
[
"clipper",
"encryption",
"phone",
"key",
"chip",
"enforcement",
"government",
"escrow",
"keys",
"algorithm"
],
[
"driving",
"radar",
"car",
"insurance",
"traffic",
"geico",
"cop",
"detector",
"accident",
"speed"
],
[
"entry",
"output",
"file",
"x11r5",
"lib",
"openwindows",
"xterm",
"motif",
"sun",
"x11"
],
[
"firearms",
"weapons",
"control",
"gun",
"militia",
"amendment",
"weapon",
"crime",
"guns",
"arms"
],
[
"gay",
"homosexual",
"homosexuals",
"optilink",
"clayton",
"sexual",
"sex",
"men",
"kinsey",
"cramer"
],
[
"eliot",
"v8",
"toyota",
"car",
"mustang",
"v6",
"nissan",
"engine",
"cars",
"ford"
],
[
"government",
"encryption",
"clipper",
"sternlight",
"nsa",
"clinton",
"tapped",
"strnlght",
"chip",
"netcom"
],
[
"game",
"hockey",
"abc",
"espn",
"fans",
"team",
"nhl",
"games",
"coverage",
"teams"
],
[
"motorcycle",
"bike",
"miles",
"bmw",
"honda",
"bikes",
"car",
"tires",
"ride",
"dod"
],
[
"team",
"season",
"game",
"hockey",
"play",
"25",
"det",
"55",
"pit",
"period"
],
[
"hit",
"baseball",
"players",
"team",
"year",
"game",
"runs",
"braves",
"morris",
"pitcher"
],
[
"god",
"atheists",
"atheism",
"belief",
"believe",
"atheist",
"religion",
"faith",
"exist",
"existence"
],
[
"peace",
"church",
"god",
"maria",
"love",
"petch",
"lord",
"verse",
"gvg47",
"gvg"
],
[
"wire",
"circuit",
"amp",
"audio",
"ground",
"wiring",
"voltage",
"power",
"neutral",
"current"
],
[
"dos",
"file",
"ini",
"windows",
"files",
"memory",
"disk",
"exe",
"problem",
"running"
],
[
"bbs",
"800",
"number",
"address",
"fax",
"ftp",
"gopher",
"mail",
"phone",
"email"
],
[
"phillies",
"04",
"03",
"cubs",
"baseball",
"sox",
"02",
"game",
"05",
"mets"
],
[
"printer",
"monitor",
"monitors",
"deskjet",
"printers",
"nanao",
"nec",
"quality",
"thanks",
"price"
],
[
"points",
"3d",
"polygon",
"algorithm",
"graphics",
"polygons",
"sphere",
"code",
"line",
"package"
],
[
"food",
"diet",
"cancer",
"medical",
"msg",
"disease",
"vitamin",
"patients",
"she",
"doctor"
],
[
"bible",
"jesus",
"god",
"christ",
"sin",
"church",
"lord",
"christians",
"christian",
"his"
],
[
"batf",
"fbi",
"fire",
"koresh",
"waco",
"children",
"compound",
"atf",
"gas",
"survivors"
],
[
"looking",
"mail",
"address",
"thanks",
"anyone",
"university",
"please",
"info",
"list",
"computer"
],
[
"battery",
"engine",
"oil",
"brake",
"car",
"miles",
"clutch",
"concrete",
"batteries",
"dealer"
],
[
"schneider",
"morality",
"cobb",
"livesey",
"keith",
"caltech",
"frank",
"moral",
"sgi",
"objective"
],
[
"offer",
"sale",
"shipping",
"00",
"asking",
"10",
"forsale",
"50",
"price",
"condition"
],
[
"monitor",
"mouse",
"power",
"monitors",
"problem",
"screen",
"duo",
"cpu",
"hours",
"apple"
],
[
"jpeg",
"db",
"image",
"images",
"format",
"graphics",
"files",
"gif",
"file",
"0d"
],
[
"pin",
"port",
"chip",
"board",
"thanks",
"help",
"anyone",
"pins",
"connector",
"circuit"
],
[
"window",
"visual",
"widget",
"application",
"colormap",
"display",
"server",
"event",
"xlib",
"cursor"
],
[
"ide",
"scsi",
"bus",
"isa",
"dma",
"cache",
"eisa",
"speed",
"controller",
"vlb"
],
[
"care",
"insurance",
"tax",
"isc",
"health",
"br",
"drugs",
"government",
"private",
"drug"
],
[
"microsoft",
"pc",
"windows",
"dos",
"ms",
"thanks",
"software",
"tcp",
"graphics",
"amiga"
],
[
"armenians",
"turkish",
"armenian",
"turkey",
"armenia",
"turks",
"serdar",
"argic",
"azerbaijan",
"soviet"
],
[
"g9v",
"max",
"b8f",
"pl",
"a86",
"1d9",
"1t",
"34u",
"145",
"0t"
],
[
"christ",
"church",
"newton",
"sandvik",
"apple",
"religion",
"kent",
"christian",
"jesus",
"christianity"
],
[
"gov",
"venus",
"jpl",
"launch",
"shuttle",
"earth",
"satellite",
"spacecraft",
"nasa",
"space"
],
[
"islamic",
"bosnia",
"jaeger",
"muslims",
"muslim",
"islam",
"rushdie",
"serbs",
"gregg",
"bosnian"
],
[
"cs",
"adl",
"rights",
"south",
"limbaugh",
"post",
"war",
"group",
"right",
"his"
],
[
"phone",
"warranty",
"buy",
"keyboard",
"gateway",
"modems",
"price",
"modem",
"mail",
"pc"
],
[
"card",
"ati",
"drivers",
"video",
"diamond",
"driver",
"vga",
"xfree86",
"mode",
"cards"
]
] | 105.755498 | intfloat/e5-large-v2 | 0.842 | 0.128259 | 0.214998 | 0.528199 |
20 Newsgroups Raw | KeyNMF | 42 | 10 | [
[
"from",
"so",
"like",
"us",
"see",
"how",
"and",
"some",
"these",
"computer"
],
[
"to",
"com",
"from",
"the",
"posting",
"for",
"re",
"of",
"it",
"university"
],
[
"it",
"from",
"re",
"in",
"university",
"at",
"this",
"the",
"to",
"by"
],
[
"from",
"help",
"software",
"computer",
"or",
"how",
"please",
"windows",
"use",
"info"
],
[
"not",
"us",
"god",
"from",
"this",
"think",
"so",
"no",
"evidence",
"your"
],
[
"re",
"news",
"this",
"at",
"how",
"article",
"the",
"from",
"sure",
"writes"
],
[
"to",
"turkish",
"please",
"oh",
"reply",
"from",
"armenia",
"science",
"turks",
"armenian"
],
[
"so",
"sure",
"some",
"but",
"like",
"though",
"because",
"however",
"really",
"think"
],
[
"god",
"so",
"think",
"example",
"because",
"why",
"anyway",
"your",
"bible",
"jesus"
],
[
"some",
"info",
"windows",
"computer",
"help",
"example",
"interested",
"also",
"please",
"from"
]
] | 62.316633 | intfloat/e5-large-v2 | 0.59 | -0.000629 | 0.219902 | 0.289479 |
20 Newsgroups Raw | KeyNMF | 42 | 20 | [
[
"and",
"from",
"like",
"us",
"at",
"see",
"much",
"very",
"used",
"these"
],
[
"from",
"on",
"to",
"at",
"your",
"my",
"with",
"by",
"of",
"for"
],
[
"if",
"in",
"from",
"where",
"by",
"university",
"at",
"17",
"not",
"information"
],
[
"maybe",
"see",
"if",
"or",
"from",
"these",
"something",
"use",
"software",
"try"
],
[
"thought",
"because",
"me",
"you",
"opinions",
"morality",
"wrong",
"your",
"think",
"opinion"
],
[
"news",
"how",
"article",
"re",
"from",
"sure",
"writes",
"not",
"much",
"car"
],
[
"armenian",
"armenians",
"re",
"turkish",
"oh",
"science",
"reply",
"from",
"armenia",
"turks"
],
[
"yet",
"really",
"however",
"though",
"not",
"sure",
"from",
"like",
"because",
"but"
],
[
"jesus",
"god",
"bible",
"religion",
"christianity",
"christ",
"christians",
"faith",
"believe",
"christian"
],
[
"also",
"from",
"example",
"sure",
"info",
"these",
"anyway",
"interested",
"asked",
"armenia"
],
[
"fbi",
"evidence",
"from",
"no",
"wrong",
"yet",
"us",
"not",
"opinions",
"question"
],
[
"example",
"why",
"because",
"anyway",
"us",
"asked",
"really",
"from",
"reasons",
"these"
],
[
"that",
"encryption",
"sure",
"really",
"how",
"these",
"here",
"this",
"from",
"like"
],
[
"internet",
"from",
"com",
"re",
"hp",
"distribution",
"posting",
"windows",
"computer",
"inc"
],
[
"so",
"like",
"see",
"us",
"because",
"from",
"me",
"much",
"do",
"sure"
],
[
"though",
"maybe",
"much",
"some",
"like",
"these",
"seems",
"sure",
"several",
"from"
],
[
"how",
"thanks",
"windows",
"please",
"help",
"from",
"email",
"computer",
"software",
"info"
],
[
"not",
"that",
"technology",
"on",
"internet",
"what",
"computer",
"from",
"it",
"pc"
],
[
"the",
"re",
"from",
"are",
"at",
"that",
"there",
"is",
"by",
"on"
],
[
"posting",
"subject",
"from",
"university",
"of",
"for",
"organization",
"lines",
"distribution",
"thanks"
]
] | 63.053449 | intfloat/e5-large-v2 | 0.57 | 0.014251 | 0.225176 | 0.29618 |
20 Newsgroups Raw | KeyNMF | 42 | 30 | [
[
"then",
"much",
"and",
"these",
"very",
"wrote",
"really",
"two",
"see",
"both"
],
[
"to",
"by",
"of",
"from",
"on",
"with",
"my",
"where",
"do",
"mail"
],
[
"in",
"university",
"from",
"by",
"where",
"17",
"if",
"there",
"1993",
"18"
],
[
"try",
"maybe",
"questions",
"opinions",
"ideas",
"if",
"or",
"something",
"these",
"any"
],
[
"encryption",
"government",
"if",
"not",
"wrong",
"from",
"such",
"that",
"opinions",
"yet"
],
[
"news",
"from",
"much",
"article",
"writes",
"sure",
"opinions",
"really",
"oh",
"baseball"
],
[
"oh",
"turkish",
"turks",
"reply",
"armenia",
"armenian",
"genocide",
"news",
"armenians",
"message"
],
[
"but",
"though",
"however",
"because",
"sure",
"really",
"try",
"yet",
"much",
"anyway"
],
[
"religion",
"god",
"think",
"jesus",
"christianity",
"bible",
"christians",
"christ",
"faith",
"believe"
],
[
"these",
"sure",
"asked",
"also",
"example",
"faq",
"info",
"armenia",
"armenians",
"interested"
],
[
"yes",
"fbi",
"evidence",
"yet",
"wrong",
"no",
"question",
"opinions",
"atf",
"answer"
],
[
"anyway",
"reasons",
"really",
"example",
"explain",
"asked",
"though",
"why",
"because",
"instead"
],
[
"really",
"sure",
"yes",
"that",
"encryption",
"these",
"here",
"from",
"this",
"think"
],
[
"com",
"from",
"inc",
"internet",
"organization",
"distribution",
"for",
"hp",
"communications",
"usa"
],
[
"me",
"so",
"much",
"because",
"do",
"ok",
"see",
"think",
"sure",
"such"
],
[
"maybe",
"these",
"some",
"though",
"seems",
"sure",
"several",
"much",
"such",
"perhaps"
],
[
"thanks",
"please",
"email",
"interested",
"me",
"address",
"info",
"help",
"mail",
"information"
],
[
"it",
"from",
"internet",
"know",
"technology",
"what",
"that",
"on",
"me",
"its"
],
[
"they",
"from",
"the",
"for",
"there",
"are",
"by",
"that",
"on",
"game"
],
[
"org",
"from",
"wrote",
"writes",
"re",
"read",
"bike",
"usa",
"too",
"you"
],
[
"much",
"see",
"very",
"like",
"really",
"from",
"think",
"sure",
"car",
"too"
],
[
"info",
"see",
"nasa",
"used",
"where",
"space",
"16",
"from",
"research",
"information"
],
[
"att",
"fbi",
"technology",
"texas",
"there",
"atf",
"at",
"illinois",
"from",
"atheism"
],
[
"lines",
"from",
"for",
"organization",
"university",
"subject",
"of",
"thanks",
"distribution",
"with"
],
[
"encryption",
"us",
"usa",
"security",
"government",
"nsa",
"gun",
"fbi",
"these",
"guns"
],
[
"engineering",
"info",
"science",
"cs",
"computer",
"software",
"technology",
"computers",
"interested",
"information"
],
[
"post",
"news",
"email",
"distribution",
"from",
"host",
"internet",
"mail",
"posting",
"subject"
],
[
"how",
"questions",
"what",
"from",
"question",
"know",
"do",
"much",
"use",
"help"
],
[
"you",
"your",
"me",
"my",
"because",
"oh",
"from",
"opinions",
"say",
"see"
],
[
"windows",
"software",
"using",
"program",
"problem",
"help",
"use",
"dos",
"pc",
"from"
]
] | 68.265868 | intfloat/e5-large-v2 | 0.55 | 0.01818 | 0.221249 | 0.320061 |
20 Newsgroups Raw | KeyNMF | 42 | 40 | [
[
"and",
"much",
"very",
"then",
"25",
"two",
"really",
"wrote",
"both",
"bought"
],
[
"to",
"my",
"from",
"mail",
"do",
"by",
"on",
"canada",
"with",
"me"
],
[
"are",
"the",
"from",
"that",
"there",
"they",
"by",
"on",
"all",
"baseball"
],
[
"or",
"opinions",
"maybe",
"something",
"questions",
"try",
"question",
"if",
"etc",
"ideas"
],
[
"information",
"astronomy",
"spacecraft",
"space",
"nasa",
"research",
"earth",
"data",
"science",
"info"
],
[
"article",
"read",
"car",
"writes",
"baseball",
"says",
"news",
"oh",
"opinions",
"really"
],
[
"turks",
"reply",
"genocide",
"armenia",
"news",
"message",
"armenians",
"armenian",
"oh",
"turkish"
],
[
"anyway",
"though",
"however",
"but",
"really",
"instead",
"yet",
"try",
"maybe",
"very"
],
[
"by",
"if",
"out",
"1993",
"17",
"people",
"in",
"are",
"pittsburgh",
"18"
],
[
"anyway",
"regarding",
"however",
"info",
"asked",
"interested",
"also",
"faq",
"example",
"evidence"
],
[
"wrong",
"evidence",
"fbi",
"no",
"yes",
"opinions",
"yet",
"question",
"atf",
"answer"
],
[
"anyway",
"reasons",
"instead",
"example",
"really",
"answer",
"why",
"explain",
"asked",
"fbi"
],
[
"here",
"from",
"encryption",
"that",
"this",
"crypto",
"example",
"yes",
"really",
"read"
],
[
"hp",
"communications",
"inc",
"internet",
"information",
"com",
"from",
"distribution",
"usa",
"phone"
],
[
"ok",
"do",
"so",
"me",
"read",
"such",
"yes",
"morality",
"that",
"posted"
],
[
"maybe",
"such",
"seems",
"perhaps",
"some",
"though",
"several",
"much",
"someone",
"try"
],
[
"me",
"information",
"questions",
"mail",
"internet",
"interested",
"address",
"please",
"help",
"email"
],
[
"on",
"from",
"internet",
"it",
"that",
"what",
"know",
"its",
"me",
"if"
],
[
"usa",
"org",
"bike",
"too",
"read",
"writes",
"wrote",
"from",
"re",
"you"
],
[
"posting",
"post",
"email",
"from",
"news",
"mail",
"host",
"distribution",
"usa",
"posted"
],
[
"something",
"much",
"very",
"car",
"like",
"really",
"too",
"bike",
"seems",
"cars"
],
[
"more",
"16",
"used",
"from",
"read",
"93",
"car",
"20",
"engineering",
"14"
],
[
"there",
"att",
"at",
"fbi",
"from",
"illinois",
"atf",
"technology",
"phone",
"texas"
],
[
"of",
"from",
"for",
"sale",
"with",
"offer",
"shipping",
"used",
"price",
"have"
],
[
"engineering",
"computer",
"cs",
"computers",
"software",
"info",
"science",
"technology",
"hardware",
"interested"
],
[
"dos",
"problem",
"help",
"use",
"windows",
"software",
"using",
"program",
"pc",
"try"
],
[
"us",
"encryption",
"government",
"usa",
"security",
"nsa",
"fbi",
"privacy",
"gun",
"guns"
],
[
"state",
"of",
"illinois",
"university",
"usa",
"from",
"ohio",
"email",
"cleveland",
"uiuc"
],
[
"oh",
"your",
"my",
"you",
"me",
"say",
"opinions",
"sorry",
"do",
"opinion"
],
[
"from",
"where",
"info",
"information",
"source",
"find",
"file",
"there",
"know",
"available"
],
[
"thought",
"think",
"opinions",
"morality",
"atheists",
"thinking",
"agree",
"wrong",
"discussion",
"opinion"
],
[
"god",
"christianity",
"bible",
"jesus",
"christ",
"religion",
"christians",
"faith",
"believe",
"christian"
],
[
"any",
"info",
"need",
"thanks",
"with",
"what",
"anyone",
"hi",
"email",
"information"
],
[
"government",
"if",
"that",
"encryption",
"not",
"such",
"wrong",
"yet",
"opinions",
"from"
],
[
"anyway",
"image",
"graphics",
"see",
"oh",
"from",
"seen",
"look",
"now",
"read"
],
[
"really",
"sure",
"though",
"question",
"asked",
"much",
"yet",
"maybe",
"encryption",
"fbi"
],
[
"are",
"these",
"jews",
"turkish",
"turks",
"armenia",
"armenians",
"armenian",
"genocide",
"people"
],
[
"much",
"because",
"really",
"players",
"hockey",
"though",
"gun",
"guns",
"however",
"gay"
],
[
"subject",
"lines",
"organization",
"distribution",
"from",
"of",
"edu",
"host",
"any",
"on"
],
[
"do",
"what",
"how",
"question",
"know",
"much",
"questions",
"help",
"use",
"try"
]
] | 85.561415 | intfloat/e5-large-v2 | 0.5575 | 0.027251 | 0.208057 | 0.337514 |
20 Newsgroups Raw | KeyNMF | 42 | 50 | [
[
"two",
"and",
"both",
"very",
"then",
"25",
"wrote",
"well",
"with",
"hockey"
],
[
"my",
"from",
"to",
"by",
"on",
"do",
"mail",
"canada",
"with",
"about"
],
[
"fbi",
"mail",
"news",
"93",
"media",
"hockey",
"vax",
"internet",
"story",
"according"
],
[
"maybe",
"or",
"something",
"try",
"opinions",
"etc",
"if",
"ideas",
"perhaps",
"instead"
],
[
"source",
"wrong",
"however",
"example",
"evidence",
"science",
"scientific",
"regarding",
"examples",
"according"
],
[
"article",
"writes",
"opinions",
"car",
"baseball",
"read",
"cars",
"oh",
"says",
"players"
],
[
"message",
"distribution",
"reply",
"sun",
"pittsburgh",
"oh",
"cleveland",
"columbia",
"skepticism",
"ibm"
],
[
"but",
"though",
"however",
"yet",
"instead",
"anyway",
"try",
"really",
"maybe",
"seems"
],
[
"1993",
"in",
"if",
"17",
"by",
"out",
"18",
"pittsburgh",
"people",
"are"
],
[
"regarding",
"evidence",
"however",
"etc",
"also",
"graphics",
"faq",
"asked",
"comments",
"anyway"
],
[
"evidence",
"opinions",
"no",
"yet",
"fbi",
"wrong",
"yes",
"atf",
"however",
"oh"
],
[
"why",
"reasons",
"explain",
"really",
"instead",
"fbi",
"though",
"such",
"asked",
"anyway"
],
[
"here",
"that",
"this",
"baseball",
"yes",
"something",
"players",
"read",
"really",
"source"
],
[
"distribution",
"hp",
"inc",
"from",
"internet",
"com",
"usa",
"motorola",
"communication",
"code"
],
[
"yes",
"do",
"me",
"such",
"morality",
"that",
"ok",
"so",
"read",
"posted"
],
[
"several",
"some",
"seems",
"though",
"perhaps",
"maybe",
"such",
"someone",
"many",
"however"
],
[
"graphics",
"send",
"me",
"please",
"mail",
"email",
"address",
"internet",
"via",
"warning"
],
[
"on",
"that",
"it",
"what",
"internet",
"its",
"me",
"know",
"if",
"is"
],
[
"re",
"from",
"wrote",
"org",
"writes",
"bike",
"too",
"read",
"usa",
"you"
],
[
"distribution",
"from",
"mail",
"post",
"host",
"posting",
"email",
"colorado",
"usa",
"posted"
],
[
"something",
"too",
"very",
"wrote",
"bike",
"car",
"like",
"seems",
"really",
"me"
],
[
"20",
"read",
"by",
"16",
"from",
"14",
"since",
"93",
"more",
"15"
],
[
"texas",
"at",
"fbi",
"there",
"illinois",
"atf",
"att",
"try",
"very",
"if"
],
[
"how",
"do",
"bike",
"what",
"could",
"use",
"know",
"can",
"using",
"speed"
],
[
"they",
"by",
"are",
"the",
"there",
"that",
"on",
"is",
"all",
"what"
],
[
"monitor",
"computer",
"apple",
"cs",
"science",
"engineering",
"graphics",
"computers",
"problem",
"banks"
],
[
"firearms",
"guns",
"usa",
"government",
"gun",
"weapons",
"fbi",
"us",
"states",
"constitution"
],
[
"university",
"usa",
"of",
"state",
"illinois",
"ohio",
"cleveland",
"uiuc",
"email",
"engineering"
],
[
"you",
"your",
"me",
"my",
"oh",
"say",
"sorry",
"opinions",
"opinion",
"do"
],
[
"there",
"from",
"where",
"file",
"find",
"source",
"distribution",
"ftp",
"site",
"version"
],
[
"agree",
"discussion",
"morality",
"think",
"opinions",
"wrong",
"atheists",
"thinking",
"thought",
"opinion"
],
[
"bible",
"god",
"christ",
"religion",
"christianity",
"jesus",
"christians",
"faith",
"christian",
"believe"
],
[
"email",
"what",
"me",
"thanks",
"need",
"any",
"with",
"anyone",
"hi",
"mail"
],
[
"subject",
"organization",
"lines",
"on",
"of",
"edu",
"host",
"any",
"distribution",
"from"
],
[
"such",
"that",
"if",
"wrong",
"opinions",
"not",
"yet",
"gay",
"does",
"israel"
],
[
"maybe",
"yet",
"sure",
"though",
"agree",
"ok",
"wrong",
"fbi",
"really",
"btw"
],
[
"too",
"really",
"very",
"much",
"players",
"though",
"oh",
"baseball",
"hockey",
"more"
],
[
"because",
"gun",
"guns",
"however",
"hockey",
"gay",
"would",
"though",
"insurance",
"that"
],
[
"try",
"problem",
"graphics",
"tried",
"problems",
"advice",
"error",
"suggestions",
"need",
"help"
],
[
"these",
"are",
"those",
"two",
"opinions",
"really",
"them",
"were",
"people",
"they"
],
[
"anyway",
"see",
"oh",
"try",
"seen",
"image",
"look",
"graphics",
"read",
"now"
],
[
"earth",
"nasa",
"space",
"research",
"science",
"orbit",
"spacecraft",
"data",
"astronomy",
"scientific"
],
[
"turkish",
"armenia",
"armenian",
"genocide",
"turkey",
"armenians",
"turks",
"then",
"jews",
"azerbaijan"
],
[
"about",
"data",
"faq",
"available",
"needed",
"info",
"information",
"images",
"medical",
"asked"
],
[
"phone",
"encryption",
"technology",
"algorithm",
"information",
"security",
"communications",
"nsa",
"keys",
"key"
],
[
"with",
"sale",
"of",
"from",
"for",
"have",
"any",
"offer",
"keywords",
"subject"
],
[
"windows",
"program",
"use",
"using",
"pc",
"microsoft",
"dos",
"ms",
"files",
"unix"
],
[
"email",
"car",
"buy",
"sale",
"price",
"used",
"interested",
"offer",
"shipping",
"cars"
],
[
"hardware",
"software",
"pc",
"internet",
"unix",
"systems",
"mac",
"computing",
"ibm",
"program"
],
[
"questions",
"if",
"ask",
"asked",
"question",
"answer",
"answers",
"faq",
"response",
"answered"
]
] | 87.709748 | intfloat/e5-large-v2 | 0.584 | 0.030647 | 0.21371 | 0.352505 |
20 Newsgroups Raw | S³ | 42 | 10 | [
[
"message",
"mailed",
"emailed",
"email",
"replied",
"smtp",
"mail",
"dammit",
"aol",
"org"
],
[
"aerodynamics",
"plans",
"nntp",
"firearms",
"graphical",
"political",
"nra",
"policies",
"firearm",
"militias"
],
[
"win31",
"vga",
"xopendisplay",
"pcboard",
"32bit",
"framebuffer",
"dos6",
"compaq",
"scsi",
"fdisk"
],
[
"defensemen",
"nhl",
"goaltenders",
"goaltending",
"goalies",
"hockey",
"baseball",
"defenseman",
"goaltender",
"mlb"
],
[
"intifada",
"massacres",
"zionists",
"pogroms",
"zionist",
"massacre",
"massacred",
"palestinians",
"holocaust",
"hamas"
],
[
"xcreatewindow",
"visualization",
"debugging",
"gnuplot",
"xtwindow",
"xtappaddtimeout",
"visualisation",
"initialization",
"framebuffer",
"error"
],
[
"priced",
"overpriced",
"compares",
"prices",
"pricing",
"comparisons",
"pricey",
"comparison",
"compared",
"comparatively"
],
[
"theism",
"evangelism",
"exegesis",
"pantheism",
"theology",
"missiology",
"christianity",
"theological",
"atheism",
"theistic"
],
[
"infections",
"candidiasis",
"disorders",
"medications",
"afflicted",
"circumcision",
"illnesses",
"medication",
"injure",
"malpractice"
],
[
"4wd",
"suv",
"automobile",
"automotive",
"auto",
"motorcycling",
"ride",
"car",
"rides",
"motorcycle"
]
] | 25.437481 | intfloat/e5-large-v2 | 0.99 | -0.220992 | 0.348967 | 0.453088 |
20 Newsgroups Raw | S³ | 42 | 20 | [
[
"processors",
"motherboard",
"motherboards",
"hdtv",
"vram",
"8bit",
"microprocessor",
"vga",
"semiconductors",
"powerbooks"
],
[
"texans",
"firefight",
"gunfire",
"gunshot",
"baylor",
"koresh",
"atf",
"massacred",
"waco",
"exploded"
],
[
"zionists",
"israelis",
"israeli",
"intifada",
"zionist",
"israel",
"palestinians",
"likud",
"palestinian",
"isreal"
],
[
"encryptions",
"encrypting",
"decryption",
"cryptographically",
"encrypt",
"encrypted",
"cryptophones",
"encryption",
"cryptographic",
"cryptography"
],
[
"equilibrium",
"poverty",
"morality",
"thinking",
"speeding",
"optimally",
"maximize",
"crime",
"optimizing",
"libertarianism"
],
[
"vehicle",
"fleet",
"gearbox",
"clarkson",
"audi",
"rightfully",
"cars",
"rightful",
"faithful",
"vehicles"
],
[
"iup",
"universite",
"univ",
"university",
"uiuc",
"universitaet",
"universities",
"iupui",
"uwaterloo",
"undergraduate"
],
[
"alternatives",
"newsgroups",
"communities",
"toolkits",
"militias",
"recommendations",
"shotguns",
"sects",
"ideologies",
"prospects"
],
[
"nist",
"integer",
"ucsd",
"usgs",
"bike",
"sfwa",
"fwd",
"isbn",
"ito",
"distance"
],
[
"outfielder",
"mlb",
"baseball",
"baseman",
"ballplayers",
"inning",
"batting",
"rbis",
"hitters",
"ballpark"
],
[
"hoax",
"insulting",
"laserwriter",
"overpriced",
"delusional",
"sceptics",
"arrogance",
"macworld",
"macintosh",
"rejection"
],
[
"computing",
"mcsnet",
"networks",
"fermilab",
"usenet",
"hepnet",
"smtp",
"atheists",
"multiuser",
"telepathy"
],
[
"microelectronics",
"bottleneck",
"supercomputing",
"nriz",
"graphs",
"computational",
"networks",
"attackers",
"researchers",
"graph"
],
[
"transmitters",
"voltmeter",
"magnetometer",
"40mhz",
"transmitter",
"voltages",
"50mhz",
"25mhz",
"vhf",
"5mhz"
],
[
"skylab",
"spaceflight",
"spacecraft",
"astronautics",
"astronauts",
"nasa",
"spacelab",
"starbase",
"aerospace",
"interplanetary"
],
[
"obligatory",
"utxvms",
"compares",
"alternatively",
"excerpts",
"comparatively",
"comparable",
"dozens",
"1993mar31",
"examples"
],
[
"bargain",
"sold",
"forsale",
"deal",
"sell",
"deals",
"offers",
"purchase",
"sale",
"selling"
],
[
"beauty",
"color",
"colours",
"colour",
"pretty",
"colors",
"visuals",
"photoshop",
"beautiful",
"photographic"
],
[
"proposals",
"sponsors",
"policies",
"lobbying",
"sponsoring",
"concessions",
"editorials",
"licensing",
"lawmakers",
"opposes"
],
[
"pixmap",
"colormaps",
"colormap",
"rendered",
"xputimage",
"renderer",
"rendering",
"redraw",
"graphics",
"render"
]
] | 24.886542 | intfloat/e5-large-v2 | 0.995 | -0.226132 | 0.287806 | 0.388434 |
20 Newsgroups Raw | S³ | 42 | 30 | [
[
"waco",
"baylor",
"firefight",
"gunfire",
"koresh",
"exploded",
"casualties",
"explosions",
"firing",
"evacuated"
],
[
"vga",
"truecolor",
"colour",
"640x480",
"4k",
"color",
"hicolor",
"832x624",
"pixels",
"8k"
],
[
"rendering",
"3d",
"drawings",
"imagemagick",
"imagewriter",
"triangulation",
"geometric",
"animations",
"shapes",
"renders"
],
[
"wr",
"pennsylvania",
"wfan",
"york",
"toronto",
"bedford",
"wharton",
"bristol",
"wv",
"bronx"
],
[
"amplifier",
"amplifiers",
"electrical",
"transmitter",
"transmitters",
"circuitry",
"electronics",
"resistors",
"wiring",
"voltmeter"
],
[
"bosnia",
"canadians",
"nanaimo",
"canadian",
"msuinfo",
"canuck",
"canada",
"toronto",
"herzegovina",
"mississauga"
],
[
"delusional",
"insulting",
"overpriced",
"worthless",
"skeptical",
"ignorance",
"ignorant",
"idiotic",
"overreacting",
"nonsense"
],
[
"cad",
"automotive",
"saab",
"canada",
"quebec",
"subaru",
"institut",
"swedish",
"sweden",
"eu"
],
[
"turkish",
"armenian",
"armenia",
"armenians",
"turks",
"azeri",
"karabakh",
"anatolia",
"ankara",
"serdar"
],
[
"firearm",
"firearms",
"prohibits",
"handgun",
"legality",
"handguns",
"guns",
"unconstitutional",
"infringed",
"statutes"
],
[
"phillies",
"sponsoring",
"pennsylvania",
"allegheny",
"suggestions",
"sponsors",
"synagogues",
"pittsburgh",
"licensing",
"invitation"
],
[
"stellar",
"xtian",
"norris",
"kris",
"corvette",
"nntp",
"kpc",
"spock",
"calif",
"duane"
],
[
"colormap",
"colors",
"colour",
"palette",
"beauty",
"painted",
"paint",
"color",
"colours",
"canvas"
],
[
"microprocessor",
"optimizing",
"optimize",
"optimization",
"simplify",
"compile",
"compiler",
"cpu",
"pascal",
"cpus"
],
[
"sale",
"seller",
"sold",
"bargain",
"forsale",
"sell",
"overpriced",
"priced",
"selling",
"resale"
],
[
"amigados",
"amiga",
"dos",
"hyped",
"seemed",
"convincing",
"hype",
"enjoys",
"engaging",
"xwindows"
],
[
"buick",
"automotive",
"automobiles",
"automobile",
"audi",
"dealership",
"sedans",
"opel",
"sedan",
"lexus"
],
[
"medicine",
"candidiasis",
"medical",
"medications",
"medicines",
"medication",
"health",
"antihistamine",
"antihistamines",
"treatments"
],
[
"motorcycling",
"motorcycles",
"biker",
"bikers",
"bike",
"motorcycle",
"motorcyclist",
"wheelie",
"motorcyclists",
"bicycle"
],
[
"hopeful",
"hoping",
"possibly",
"considers",
"considering",
"potentially",
"perhaps",
"worried",
"although",
"hopefully"
],
[
"_get_wmshellwidgetclass",
"infoworld",
"usgs",
"fedex",
"bike",
"amigados",
"bmwmoa",
"atari",
"atmos",
"lenses"
],
[
"clients",
"consumers",
"distributors",
"manufacturers",
"agencies",
"businessmen",
"advertisers",
"distributor",
"businesses",
"netcom"
],
[
"encrypting",
"decryption",
"cryptographic",
"encryption",
"encrypt",
"encrypted",
"cryptography",
"cryptographically",
"encryptions",
"decrypt"
],
[
"driving",
"windows",
"traffic",
"meditation",
"speeding",
"breathing",
"windowing",
"telepathy",
"listening",
"sleep"
],
[
"_get_wmshellwidgetclass",
"xtwindow",
"xtappaddtimeout",
"xcreatewindow",
"xtrealizewidget",
"libxmu",
"x11",
"xsession",
"xdpyinfo",
"xtpointer"
],
[
"adhesive",
"vandalize",
"gasket",
"ink",
"removes",
"bottle",
"paint",
"pen",
"vandalizing",
"remove"
],
[
"chemists",
"scientists",
"toxic",
"toxicity",
"nriz",
"laboratories",
"spray",
"ergonomics",
"labs",
"researchers"
],
[
"1993may13",
"1993mar30",
"1993mar29",
"1993may1",
"cci632",
"35894",
"1993may11",
"1993may14",
"1993mar31",
"1993may12"
],
[
"spacecraft",
"interplanetary",
"astronautics",
"astronauts",
"nasa",
"skylab",
"starbase",
"spaceflight",
"aerospace",
"astronaut"
],
[
"denominations",
"libraries",
"universities",
"provinces",
"averages",
"prices",
"overpriced",
"addresses",
"criticisms",
"fallacies"
]
] | 25.112082 | intfloat/e5-large-v2 | 0.96 | -0.209341 | 0.304179 | 0.435693 |
20 Newsgroups Raw | S³ | 42 | 40 | [
[
"york",
"bristol",
"phillies",
"pennsylvania",
"rutgers",
"epstein",
"hannover",
"philadelphia",
"sirius",
"bedford"
],
[
"purdue",
"semiconductors",
"subcommittee",
"manufacturer",
"semiconductor",
"indiana",
"chipsets",
"republics",
"intel",
"finns"
],
[
"cows",
"lansing",
"ithaca",
"earth",
"wendell",
"almanac",
"cattle",
"tents",
"machineguns",
"fires"
],
[
"universitaet",
"iup",
"universite",
"undergraduate",
"universities",
"university",
"univ",
"campus",
"iupui",
"uiuc"
],
[
"nhl",
"hockey",
"goaltenders",
"goalies",
"goaltending",
"defenseman",
"defensemen",
"lindros",
"goaltender",
"canadiens"
],
[
"clearly",
"logically",
"undoubtedly",
"however",
"divides",
"relies",
"therefore",
"militarily",
"weighs",
"historically"
],
[
"addresses",
"denominations",
"sites",
"provinces",
"nntpd",
"nosubdomain",
"sizes",
"nntp",
"muskingum",
"colormaps"
],
[
"asl",
"mda",
"deceptive",
"deceived",
"mistaken",
"allegedly",
"ms",
"maddux",
"articulated",
"unclear"
],
[
"biker",
"motorcycle",
"motorcycling",
"motorcyclist",
"bike",
"motorcycles",
"bikers",
"motorcyclists",
"bikes",
"rider"
],
[
"nf",
"mnp",
"ntt",
"nntpd",
"nb",
"nntp",
"nnr",
"nne",
"psinntp",
"ntuvax"
],
[
"barbecued",
"koresh",
"waco",
"firefight",
"baylor",
"texans",
"exploded",
"burned",
"burnt",
"ignited"
],
[
"cordially",
"mahogany126",
"misunderstanding",
"deskwriter",
"exaggeration",
"rosemail",
"perhaps",
"misconception",
"overreacting",
"misunderstand"
],
[
"uppsala",
"msus",
"hamburg",
"logitech",
"helsinki",
"msu",
"ericsson",
"finns",
"elektronen",
"motherboards"
],
[
"hobokenite",
"revisions",
"gsfc",
"gsxr1100",
"uscrpac",
"corrections",
"unsubstantiated",
"criticisms",
"ucbvax",
"publications"
],
[
"1970s",
"1918",
"compuserve",
"1920s",
"pittsburgh",
"pennsylvania",
"restored",
"1950s",
"recollections",
"worcester"
],
[
"vesa",
"ntsc",
"monitors",
"monochrome",
"truecolor",
"monitor",
"vga",
"640x480",
"832x624",
"680x0"
],
[
"handgun",
"guns",
"firearm",
"infringed",
"gun",
"firearms",
"weaponry",
"revolvers",
"machineguns",
"handguns"
],
[
"1993",
"nanaimo",
"shin",
"mcdowell",
"mcintyre",
"sim",
"morrow",
"mckay",
"henson",
"meade"
],
[
"solder",
"ammunition",
"soldering",
"munitions",
"glove",
"microelectronics",
"silicon",
"sandvik",
"microprocessor",
"motherboard"
],
[
"cpus",
"benchmarks",
"cpu",
"population",
"fastest",
"microprocessor",
"supercomputer",
"processors",
"throughput",
"calculations"
],
[
"nriz",
"toxic",
"obnoxious",
"micron",
"microelectronics",
"labs",
"stupid",
"scientists",
"toxicity",
"idiots"
],
[
"israelis",
"israeli",
"isreal",
"zionist",
"israel",
"likud",
"mossad",
"zionists",
"intifada",
"idf"
],
[
"counsel",
"clinton",
"congressional",
"hillary",
"advising",
"clintons",
"cpp",
"governing",
"reagan",
"advocacy"
],
[
"karabakh",
"armenian",
"armenia",
"turkish",
"anatolia",
"serdar",
"armenians",
"turk",
"ankara",
"turks"
],
[
"c65oil",
"calgary",
"toronto",
"mississauga",
"canada",
"ontario",
"canadian",
"saskatchewan",
"canadians",
"alberta"
],
[
"sold",
"sale",
"sell",
"resale",
"seller",
"bargain",
"forsale",
"selling",
"priced",
"overpriced"
],
[
"bytes",
"monk",
"boards",
"mail",
"board",
"recipient",
"dos",
"communal",
"fermilab",
"protocol"
],
[
"harddrive",
"hdd",
"seagate",
"vhs",
"cassettes",
"megabytes",
"quran",
"tapes",
"disks",
"cds"
],
[
"ck",
"chi",
"code",
"punjabi",
"tabaracci",
"phone",
"phones",
"reilly",
"digits",
"digit"
],
[
"painted",
"font",
"clouds",
"globe",
"colour",
"worcester",
"fonts",
"canvas",
"paint",
"beauty"
],
[
"heterosexuals",
"gays",
"homosexuals",
"homosexuality",
"homosexual",
"sexual",
"prostitutes",
"molesters",
"hiv",
"sexually"
],
[
"configurable",
"andersson",
"henrik",
"invitation",
"customizable",
"connector",
"include",
"arrangement",
"connectors",
"includes"
],
[
"statistics",
"conclusions",
"clarifications",
"clarification",
"proportion",
"presumed",
"accuracy",
"correspondence",
"estimation",
"remarked"
],
[
"atlanta",
"ccmail",
"dialing",
"addresses",
"atlantaga",
"usmail",
"rosemail",
"unsubscribe",
"tmail",
"voicemail"
],
[
"windows3",
"disk",
"seagate",
"nfs",
"stanford",
"iraq",
"microsoft",
"kuwait",
"folder",
"ssd"
],
[
"orbiter",
"orbital",
"sightings",
"harmless",
"lunar",
"kstar",
"ultraviolet",
"msuinfo",
"mecca",
"orbit"
],
[
"toolkits",
"prospects",
"workshops",
"alternatives",
"contenders",
"recommendations",
"kstar",
"freeware",
"workstations",
"sunsoft"
],
[
"hopeful",
"hoping",
"possibly",
"1993apr17",
"perhaps",
"hoped",
"1993apr16",
"replied",
"worried",
"hopefully"
],
[
"corvettes",
"drives",
"vehicles",
"hammers",
"vandals",
"asteroids",
"cars",
"wagons",
"gearbox",
"guns"
],
[
"voyager",
"cad",
"canada",
"quebec",
"congregation",
"subaru",
"fur",
"cx",
"cis",
"congregations"
]
] | 25.882999 | intfloat/e5-large-v2 | 0.9625 | -0.234565 | 0.267089 | 0.37011 |
20 Newsgroups Raw | S³ | 42 | 50 | [
[
"nntp",
"andersson",
"utsa",
"lonestar",
"nambla",
"oilers",
"pasadena",
"swapping",
"hypercard",
"jrogoff"
],
[
"grunt",
"howe",
"lawson",
"grady",
"pearl",
"allison",
"megadrive",
"tankbag",
"kathleen",
"andersson"
],
[
"computational",
"infrared",
"northwestern",
"fermilab",
"uchicago",
"nriz",
"iq",
"zurich",
"scientists",
"zeta"
],
[
"durability",
"reliability",
"productivity",
"benchmarks",
"maintenance",
"monitoring",
"averages",
"laptops",
"budgets",
"management"
],
[
"decryption",
"encryption",
"encrypt",
"encrypting",
"cryptographically",
"cryptographic",
"encrypted",
"encryptions",
"cryptology",
"cryptography"
],
[
"texans",
"waco",
"baylor",
"firefight",
"koresh",
"exploded",
"texas",
"barbecued",
"burned",
"burnt"
],
[
"louder",
"sound",
"sounds",
"bombs",
"noises",
"quieter",
"preservation",
"loudspeakers",
"beatles",
"manuscripts"
],
[
"jbh55289",
"583",
"5888",
"addresses",
"ba7116326",
"0005111312",
"2783",
"588",
"573",
"586"
],
[
"possibly",
"potentially",
"hopefully",
"perhaps",
"considering",
"considerations",
"preserving",
"preservation",
"hopeful",
"fortunately"
],
[
"horrible",
"badly",
"threatens",
"annoying",
"threatening",
"horribly",
"terrible",
"desperately",
"kills",
"desperate"
],
[
"pirates",
"bytes",
"usenet",
"pirate",
"protocol",
"monk",
"cmptrc",
"cms",
"cmkrnl",
"mailing"
],
[
"confirm",
"esther",
"chang",
"confirmed",
"lunar",
"kosher",
"msg",
"ms",
"semitic",
"sound"
],
[
"confusion",
"sightings",
"startled",
"movements",
"puzzled",
"encounters",
"approached",
"sighted",
"stature",
"glimpse"
],
[
"clifford",
"philadelphia",
"phillies",
"philly",
"ira",
"wharton",
"epstein",
"pennsylvania",
"penn",
"york"
],
[
"praised",
"reprinted",
"promotion",
"publicity",
"recipients",
"corps",
"publicized",
"newsletter",
"promoting",
"newsletters"
],
[
"stanford",
"csv",
"bcash",
"hardcopy",
"executables",
"harddisk",
"seagate",
"ssd",
"iraq",
"filenames"
],
[
"sandvik",
"keith",
"croatia",
"kuwaitis",
"nazareth",
"kari",
"knox",
"tripoli",
"herzegovina",
"kozierok"
],
[
"uk",
"finland",
"europe",
"germany",
"munich",
"finns",
"sweden",
"germans",
"netherlands",
"german"
],
[
"outfielder",
"baseman",
"ballpark",
"inning",
"baseball",
"mlb",
"ballplayers",
"pitchers",
"batting",
"pitching"
],
[
"clearly",
"historically",
"gangs",
"therefore",
"jehovah",
"obviously",
"however",
"suspiciously",
"relies",
"undoubtedly"
],
[
"constitution",
"nntp",
"clintons",
"hillary",
"clinton",
"amendment",
"reform",
"congressional",
"reforms",
"constitutional"
],
[
"vandals",
"hammers",
"refs",
"vandalizing",
"fans",
"deserved",
"vandalize",
"thieves",
"losers",
"plow"
],
[
"dial",
"folder",
"trunk",
"strap",
"croire",
"fence",
"noose",
"rope",
"holt",
"leather"
],
[
"nntp",
"cleveland",
"cincinnati",
"ohio",
"youngstown",
"nsu",
"nwu",
"osu",
"ohsu",
"nntpd"
],
[
"databases",
"appreciated",
"thanks",
"lebanese",
"enjoyed",
"replied",
"lebanon",
"catharines",
"understandable",
"tablets"
],
[
"mellon",
"carnegie",
"penn",
"pennsylvania",
"allegheny",
"pitt",
"pittsburgh",
"pg",
"psu",
"pgh"
],
[
"victim",
"driver",
"offender",
"policeman",
"dui",
"speeding",
"driving",
"tripping",
"deputy",
"drove"
],
[
"infrastructure",
"engineers",
"workgroups",
"engineering",
"institutes",
"drivers",
"ieee",
"playoffs",
"guidelines",
"engineer"
],
[
"allegheny",
"worcester",
"waterloo",
"plymouth",
"powell",
"painted",
"calgary",
"petersburg",
"cambell",
"glasgow"
],
[
"interstellar",
"josephus",
"terry",
"francis",
"emerson",
"battlefield",
"champaign",
"urbanachampaign",
"uio",
"whenever"
],
[
"geometry",
"drawings",
"animator",
"triangulation",
"drawing",
"rendering",
"geometric",
"animation",
"shapes",
"autocad"
],
[
"kelley",
"iowa",
"nixdorf",
"papal",
"larson",
"olsen",
"sweeney",
"irs",
"stalin",
"illinois"
],
[
"galaxy",
"cathy",
"saints",
"kris",
"kx",
"arkansas",
"cascade",
"carolina",
"ramsey",
"gothenburg"
],
[
"ibm",
"watson",
"lithium",
"sudbury",
"weiss",
"calder",
"webster",
"ontario",
"_get_wmshellwidgetclass",
"wakefield"
],
[
"cd",
"icd",
"reilly",
"dogmatic",
"tabaracci",
"pict",
"digits",
"ck",
"chi",
"digit"
],
[
"1993apr1",
"1993apr20",
"1993apr2",
"1993apr21",
"1993apr7",
"1993apr3",
"1993apr4",
"1993",
"1993apr10",
"april"
],
[
"semiconductors",
"phones",
"troy",
"samsung",
"sun",
"semiconductor",
"telephones",
"elektronen",
"lcd",
"newspapers"
],
[
"1993may1",
"1993",
"1993may14",
"1993may15",
"1992",
"93",
"1993may10",
"1993may11",
"934",
"1993may13"
],
[
"yields",
"gradient",
"quantities",
"yield",
"correction",
"corrections",
"v65sabre",
"revisions",
"68lc040",
"quantity"
],
[
"gun",
"handgun",
"guns",
"infringed",
"handguns",
"firearm",
"firearms",
"revolvers",
"machineguns",
"pistols"
],
[
"dans",
"mitch",
"shin",
"mdc",
"mcintyre",
"din",
"dundee",
"gator",
"dan",
"sim"
],
[
"distributors",
"manufacturers",
"diskettes",
"netcom",
"missiles",
"mariners",
"telephones",
"joysticks",
"newsgroups",
"slots"
],
[
"goaltender",
"defenseman",
"lindros",
"nhl",
"hockey",
"goaltenders",
"defensemen",
"goalies",
"goaltending",
"canadiens"
],
[
"motherboard",
"motherboards",
"manufacturers",
"manufacturer",
"subcommittee",
"suppliers",
"semiconductors",
"hardware",
"cpus",
"semiconductor"
],
[
"semiconductors",
"semiconductor",
"caltech",
"internet",
"disks",
"usps",
"faxes",
"technological",
"calif",
"vlsi"
],
[
"nntp",
"nntpd",
"nnr",
"psinntp",
"mnp",
"ftp",
"nelson_p",
"nne",
"nw",
"tbrent"
],
[
"monitor",
"vesa",
"monitors",
"colour",
"vga",
"viewer",
"color",
"ntsc",
"colours",
"monochrome"
],
[
"wfan",
"broadcasters",
"commercials",
"espn",
"broadcast",
"broadcasts",
"broadcasting",
"televised",
"telecast",
"television"
],
[
"invitation",
"bold",
"connector",
"includes",
"gupta",
"customizable",
"henrik",
"andres",
"invite",
"colormap"
],
[
"philadelphia",
"closet",
"pants",
"pocket",
"pockets",
"philly",
"synagogues",
"belly",
"bulbs",
"camping"
]
] | 25.955842 | intfloat/e5-large-v2 | 0.962 | -0.247227 | 0.258641 | 0.395928 |
20 Newsgroups Raw | S³_angular | 42 | 10 | [
[
"sooooo",
"mail",
"aol",
"mailed",
"emailed",
"smtp",
"email",
"wrote",
"replied",
"dammit"
],
[
"editorial",
"graphic",
"headlines",
"useragent",
"nra",
"sponsors",
"sponsored",
"optimized",
"strategies",
"plans"
],
[
"32bit",
"vga",
"xopendisplay",
"compaq",
"120mb",
"win31",
"16mb",
"fdisk",
"hp9000",
"40mb"
],
[
"sportscenter",
"baseball",
"mlb",
"sports",
"ballplayers",
"nhl",
"orioles",
"goaltenders",
"defensemen",
"shortstops"
],
[
"massacred",
"intifada",
"hamas",
"zionists",
"atrocities",
"denounced",
"holocaust",
"bloodshed",
"massacre",
"mossad"
],
[
"oops",
"framebuffer",
"xtwindow",
"xtpointer",
"inconsistent",
"xdefaults",
"xcreatewindow",
"xtappaddtimeout",
"debugging",
"xserver"
],
[
"pricing",
"prices",
"comparatively",
"compared",
"compares",
"overpriced",
"comparison",
"comparisons",
"priced",
"pricey"
],
[
"scholars",
"icons",
"scholar",
"intellectuals",
"values",
"icon",
"wits",
"osu",
"culture",
"stanford"
],
[
"refuses",
"disagreeing",
"insecure",
"insulting",
"misunderstand",
"symantec",
"refusing",
"disagrees",
"offended",
"despite"
],
[
"mpg",
"autos",
"vw",
"auto",
"4wd",
"car",
"automobile",
"drove",
"drives",
"drive"
]
] | 25.605196 | intfloat/e5-large-v2 | 1 | -0.244205 | 0.260781 | 0.379704 |
20 Newsgroups Raw | S³_angular | 42 | 20 | [
[
"vga",
"motherboards",
"powerbooks",
"hdtv",
"processors",
"vlsi",
"8bit",
"chipsets",
"motherboard",
"microprocessor"
],
[
"incendiary",
"firefight",
"wackos",
"waco",
"baylor",
"atf",
"gunfire",
"texans",
"koresh",
"jonestown"
],
[
"intifada",
"zionists",
"bds",
"zionist",
"israelis",
"mossad",
"palestinians",
"likud",
"israeli",
"hamas"
],
[
"cryptophones",
"cryptographically",
"encryption",
"encrypting",
"encryptions",
"cryptographic",
"encrypt",
"encrypted",
"cryptography",
"decryption"
],
[
"inefficient",
"underestimate",
"poor",
"maximize",
"optimally",
"thinking",
"discourage",
"unreasonable",
"rationalize",
"minimize"
],
[
"o7",
"rightfully",
"rightful",
"fleet",
"dammit",
"vehicles",
"based",
"deserved",
"gearbox",
"hammers"
],
[
"iup",
"uiuc",
"univ",
"universitaet",
"universite",
"iupui",
"university",
"universities",
"professors",
"uchicago"
],
[
"nysernet",
"alternatives",
"toolkits",
"newsgroups",
"interests",
"organizations",
"listings",
"libraries",
"communities",
"recommendations"
],
[
"nist",
"wiley",
"kbytes",
"ito",
"usgs",
"informatik",
"sdio",
"applelink",
"integer",
"isbn"
],
[
"ballplayers",
"rbis",
"hitters",
"outfielder",
"mlb",
"baseman",
"baseball",
"inning",
"basemen",
"shortstops"
],
[
"sceptics",
"insulting",
"macworld",
"delusional",
"laserwriter",
"overpriced",
"laughable",
"doubters",
"hoax",
"donald_mackie"
],
[
"mcsnet",
"usenet",
"fermilab",
"hepnet",
"networks",
"multiuser",
"smtp",
"network",
"servers",
"protocols"
],
[
"usrobotics",
"nriz",
"networks",
"micron",
"graphs",
"computational",
"bottleneck",
"labs",
"researchers",
"attackers"
],
[
"uhf",
"voltmeter",
"transmitters",
"50mhz",
"40mhz",
"magnetometer",
"vhf",
"wiring",
"33mhz",
"transmitter"
],
[
"astronautics",
"skylab",
"satellites",
"spacecraft",
"spaceflight",
"spacelab",
"astronauts",
"interplanetary",
"aerospace",
"launches"
],
[
"obligatory",
"compares",
"utxvms",
"comparable",
"compare",
"examples",
"dozens",
"alternatively",
"comparatively",
"compared"
],
[
"deals",
"sold",
"sell",
"forsale",
"deal",
"seller",
"bargain",
"sale",
"offers",
"buy"
],
[
"pretty",
"publicized",
"colors",
"prettier",
"perceptions",
"beauty",
"colours",
"colour",
"color",
"attractive"
],
[
"sponsoring",
"objections",
"opposes",
"editorials",
"sponsors",
"licensing",
"concessions",
"noncommercial",
"advertisers",
"hopefully"
],
[
"colormap",
"xputimage",
"pixmaps",
"pixmap",
"colormaps",
"320x200x256",
"320x200",
"imagewriter",
"renderer",
"xcreatewindow"
]
] | 25.061651 | intfloat/e5-large-v2 | 0.995 | -0.232752 | 0.287055 | 0.400944 |
20 Newsgroups Raw | S³_angular | 42 | 30 | [
[
"waco",
"koresh",
"firefight",
"baylor",
"ignited",
"incendiary",
"exploded",
"evacuated",
"gunfire",
"firing"
],
[
"832x624",
"4k",
"framebuffer",
"320x200",
"pixels",
"vga",
"640x480",
"8k",
"1280x1024",
"680x0"
],
[
"diagrams",
"geometric",
"polygons",
"imagemagick",
"imagewriter",
"makefile",
"drawings",
"animations",
"ghostscript",
"pixmaps"
],
[
"416",
"413",
"bedford",
"york",
"414",
"371",
"374",
"373",
"wr",
"delmarva"
],
[
"voltmeter",
"amplifiers",
"wiring",
"transmitters",
"electrical",
"resistors",
"electronics",
"pinouts",
"transmitter",
"amplifier"
],
[
"abdullah",
"fajita19",
"nanaimo",
"canuck",
"jrwaters",
"msuinfo",
"utzoo",
"msunde01",
"cf",
"mississauga"
],
[
"foolishness",
"skeptical",
"insulting",
"delusional",
"worthless",
"ignorant",
"laughable",
"doubtful",
"foolish",
"misunderstand"
],
[
"subaru",
"uea",
"cad",
"eu",
"saab",
"uu",
"ux1",
"c5tenu",
"cx",
"ux4"
],
[
"turkish",
"armenian",
"karabakh",
"serdar",
"erzurum",
"turk",
"turks",
"anatolia",
"armenians",
"karabag"
],
[
"handgun",
"legality",
"handguns",
"firearm",
"firearms",
"unilaterally",
"infringed",
"prosecute",
"aclu",
"statutes"
],
[
"pennsylvania",
"quakers",
"wants",
"donate",
"allegheny",
"supporters",
"sponsor",
"suggestions",
"sponsors",
"sponsoring"
],
[
"kx",
"norris",
"kpc",
"duane",
"spock",
"kris",
"stellar",
"arkansas",
"aft",
"ulkyvx"
],
[
"prettier",
"okay",
"palette",
"attractive",
"ok",
"compliment",
"appreciation",
"canvas",
"color",
"nice"
],
[
"simplify",
"compiler",
"optimizing",
"compile",
"microprocessor",
"optimize",
"pascal",
"improve",
"optimization",
"simplified"
],
[
"forsale",
"sale",
"sold",
"bargain",
"deal",
"bought",
"seller",
"sell",
"selling",
"offer"
],
[
"seemed",
"interestingly",
"amigados",
"enjoys",
"admittedly",
"convincing",
"enjoyed",
"surprisingly",
"engaging",
"amiga"
],
[
"automotive",
"buick",
"car377",
"dealership",
"automobile",
"automobiles",
"lexus",
"corolla18",
"audi",
"infiniti"
],
[
"treatments",
"candidiasis",
"crohn",
"treating",
"medical",
"gastroenterology",
"medicine",
"treatment",
"antihistamine",
"medication"
],
[
"motorcycling",
"bike",
"motorcycles",
"motorcycle",
"motorcyclist",
"wheelie",
"biker",
"bikers",
"wheelies",
"rider"
],
[
"perhaps",
"considers",
"hopefully",
"hopeful",
"possibly",
"potentially",
"although",
"considering",
"hoping",
"hesitate"
],
[
"infoworld",
"kbytes",
"atari",
"fedex",
"isbn",
"lenses",
"techbook",
"epson",
"amigados",
"wiley"
],
[
"distributors",
"clients",
"advertisers",
"distributor",
"dsg",
"client",
"consumers",
"loral",
"customers",
"businesses"
],
[
"encrypting",
"encrypt",
"encrypted",
"cryptography",
"cryptographically",
"cryptographic",
"cryptosystem",
"decryption",
"encryptions",
"encryption"
],
[
"windowing",
"buffering",
"paging",
"driving",
"telepathy",
"timeout",
"sleep",
"listening",
"yourself",
"myself"
],
[
"xdpyinfo",
"x11",
"x3153",
"xtpointer",
"xtrealizewidget",
"xtwindow",
"libxmu",
"xcreatewindow",
"xmodmap",
"xtappaddtimeout"
],
[
"adhesive",
"ink",
"gasket",
"vandalize",
"pen",
"unzip",
"removes",
"litter",
"remove",
"shrink"
],
[
"micron",
"toxic",
"scientists",
"nriz",
"usrobotics",
"researchers",
"networks",
"labs",
"ergonomics",
"laboratories"
],
[
"1993may12",
"1993mar31",
"1993may11",
"1993may13",
"1993may1",
"1993mar29",
"1993mar30",
"1993may14",
"cci632",
"35894"
],
[
"skylab",
"nasa",
"astronautics",
"starbase",
"spaceflight",
"aerospace",
"spacelab",
"astronaut",
"spacecraft",
"astronauts"
],
[
"provinces",
"universities",
"criticisms",
"libraries",
"addresses",
"comparisons",
"denominations",
"averages",
"prices",
"textbooks"
]
] | 25.503011 | intfloat/e5-large-v2 | 0.996667 | -0.224826 | 0.287398 | 0.446403 |
20 Newsgroups Raw | S³_angular | 42 | 40 | [
[
"york",
"epstein",
"bedford",
"bristol",
"svoboda",
"pennsylvania",
"373",
"414",
"rutgers",
"374"
],
[
"section",
"sections",
"subcommittee",
"queries",
"inquiring",
"enquiries",
"excluded",
"unknowns",
"searched",
"manufacturer"
],
[
"almanac",
"feeding",
"fires",
"ithaca",
"tents",
"cows",
"humankind",
"lansing",
"wonder",
"tent"
],
[
"undergraduate",
"universite",
"university",
"universitaet",
"univ",
"faculty",
"iup",
"campus",
"professors",
"universities"
],
[
"lindros",
"hockey",
"defenseman",
"defensemen",
"nhl",
"goaltending",
"goalies",
"goaltenders",
"goaltender",
"gretzky"
],
[
"especially",
"besides",
"definately",
"importantly",
"moreover",
"additionally",
"however",
"particularly",
"although",
"conversely"
],
[
"denominations",
"sites",
"addresses",
"provinces",
"sizes",
"nosubdomain",
"muskingum",
"nntp",
"postings",
"kinds"
],
[
"asl",
"unfamiliar",
"tentative",
"mistaken",
"deceptive",
"approached",
"articulated",
"maddux",
"unclear",
"dubious"
],
[
"motorcyclists",
"bikers",
"bikes",
"motorcycling",
"bike",
"biker",
"rider",
"motorcyclist",
"motorcycle",
"motorcycles"
],
[
"nb",
"psinntp",
"ntt",
"nntp",
"mnp",
"nne",
"tnt",
"nntpd",
"nf",
"nicoll"
],
[
"gassed",
"evacuated",
"baylor",
"koresh",
"firefight",
"waco",
"burnt",
"exploded",
"ignited",
"burned"
],
[
"correspondence",
"mahogany126",
"deskwriter",
"counterexample",
"cordially",
"rosemail",
"perhaps",
"misunderstanding",
"misconception",
"misunderstand"
],
[
"hamburg",
"helsinki",
"logitech",
"uppsala",
"msus",
"ericsson",
"elektronen",
"finns",
"msu",
"motherboards"
],
[
"corrections",
"gsfc",
"hobokenite",
"gsxr1100",
"criticisms",
"revisions",
"gsu0033",
"controversy",
"uscrpac",
"publications"
],
[
"recipients",
"compuserve",
"donated",
"recollections",
"volunteers",
"descendants",
"revisited",
"helped",
"pittsburgh",
"youngstown"
],
[
"vesa",
"640x480",
"832x624",
"4k",
"ntsc",
"680x0",
"vga",
"truecolor",
"1280x1024",
"monitor"
],
[
"firearm",
"guns",
"infringed",
"handgun",
"handguns",
"firearms",
"gun",
"disarm",
"legality",
"disarmed"
],
[
"mathews",
"nanaimo",
"henson",
"mcsnet",
"mcintyre",
"morrow",
"shin",
"mcdowell",
"matthews",
"mon"
],
[
"solder",
"sandvik",
"soldered",
"gasket",
"glove",
"wrench",
"munitions",
"soldering",
"latex",
"tools"
],
[
"processors",
"throughput",
"supercomputer",
"33mhz",
"benchmarks",
"fastest",
"benchmark",
"microprocessor",
"processor",
"optimized"
],
[
"obnoxious",
"nriz",
"toxic",
"micron",
"toxicity",
"scientists",
"microelectronics",
"computational",
"hostile",
"stupid"
],
[
"intifada",
"israeli",
"zionist",
"likud",
"bds",
"israelis",
"isreal",
"israel",
"zionists",
"idf"
],
[
"advising",
"counsel",
"cordially",
"clintons",
"clinton",
"advise",
"advocacy",
"advocating",
"governing",
"congressional"
],
[
"turkish",
"karabakh",
"turks",
"armenia",
"anatolia",
"armenian",
"armenians",
"serdar",
"erzurum",
"turk"
],
[
"c65oil",
"mississauga",
"toronto",
"ontario",
"canada",
"canadian",
"carleton",
"canadians",
"saskatchewan",
"laurentian"
],
[
"selling",
"sold",
"bargain",
"resale",
"forsale",
"sale",
"sell",
"bought",
"offered",
"deal"
],
[
"recipient",
"protocol",
"server",
"communal",
"monk",
"mailing",
"boards",
"mail",
"mills",
"protocols"
],
[
"harddrive",
"quran",
"cassettes",
"seagate",
"tapes",
"magazines",
"internet",
"hdd",
"cds",
"reader"
],
[
"chi",
"typed",
"ck",
"reilly",
"phone",
"dear",
"code",
"digits",
"digit",
"prof"
],
[
"compliment",
"canvas",
"painted",
"font",
"nicer",
"globe",
"fonts",
"granite",
"smileys",
"beauty"
],
[
"sexual",
"homosexuals",
"sexually",
"homosexual",
"gays",
"homosexuality",
"queers",
"prostitutes",
"heterosexuals",
"hiv"
],
[
"prefer",
"invitation",
"configurable",
"include",
"customizable",
"connector",
"linking",
"compatibles",
"included",
"preferable"
],
[
"observations",
"conclusions",
"presumed",
"adjusted",
"responding",
"remarked",
"responded",
"correspondence",
"regards",
"acknowledgment"
],
[
"addresses",
"unsubscribe",
"ccmail",
"rosemail",
"tmail",
"8568441",
"email",
"address",
"addressing",
"usmail"
],
[
"iraq",
"stanford",
"files",
"scholarship",
"folder",
"kuwait",
"exabyte",
"file",
"seagate",
"mailsafe"
],
[
"orbit",
"vaughn",
"orbital",
"elmer",
"harmless",
"kstar",
"snowhite",
"shelling",
"msuinfo",
"lunar"
],
[
"recommendations",
"forums",
"toolkits",
"recommendation",
"alternatives",
"suggestions",
"workshops",
"contenders",
"interviews",
"supporter"
],
[
"possibly",
"hoping",
"perhaps",
"hopefully",
"hopeful",
"replied",
"worried",
"reply",
"hoped",
"potentially"
],
[
"rightful",
"wagons",
"corvettes",
"faithful",
"hammers",
"vehicles",
"vandals",
"cars",
"gearbox",
"o7"
],
[
"poulin",
"quebec",
"fur",
"eu",
"cad",
"cx",
"subaru",
"cis",
"voyager",
"congregation"
]
] | 25.573827 | intfloat/e5-large-v2 | 0.9825 | -0.235412 | 0.265199 | 0.36868 |
20 Newsgroups Raw | S³_angular | 42 | 50 | [
[
"lonestar",
"utsa",
"robarts",
"hypercard",
"johan",
"argic",
"jrogoff",
"swapping",
"oilers",
"nambla"
],
[
"tankbag",
"grunt",
"lawson",
"pearl",
"413",
"howe",
"abpsoft",
"flute",
"tapping",
"taps"
],
[
"computational",
"nriz",
"northwestern",
"iq",
"informatik",
"scientists",
"infrared",
"physicists",
"micron",
"optilink"
],
[
"reliability",
"durability",
"benchmarks",
"responses",
"averages",
"factors",
"comparisons",
"workstations",
"household",
"surveys"
],
[
"cryptographically",
"encrypting",
"encryption",
"encrypted",
"cryptography",
"decryption",
"encryptions",
"encrypt",
"decrypt",
"cryptographic"
],
[
"waco",
"exploded",
"texans",
"koresh",
"firefight",
"baylor",
"evacuated",
"barbecued",
"burnt",
"burned"
],
[
"quieter",
"sounds",
"loudspeakers",
"archive",
"bombs",
"noisy",
"sound",
"various",
"beatles",
"horrors"
],
[
"44272",
"5888",
"573",
"addresses",
"583",
"0005111312",
"ba7116326",
"2783",
"581",
"jbh55289"
],
[
"hopefully",
"potentially",
"considerations",
"somewhat",
"needed",
"perhaps",
"considering",
"fortunately",
"hopeful",
"possibly"
],
[
"annoying",
"threatens",
"threatening",
"dont",
"desperately",
"badly",
"desperate",
"terrible",
"horrible",
"horribly"
],
[
"cmkrnl",
"usenet",
"cms",
"cmptrc",
"protocol",
"bytes",
"protocols",
"mailing",
"administering",
"sendmail"
],
[
"harmoniously",
"cute",
"sure",
"confirm",
"esther",
"confirmed",
"confirmation",
"conjunction",
"affirmative",
"casually"
],
[
"reluctant",
"startled",
"inquiring",
"puzzled",
"encounters",
"surprised",
"inquiries",
"approached",
"sighted",
"approaching"
],
[
"pennsylvania",
"philly",
"phillies",
"philadelphia",
"york",
"wharton",
"clifford",
"ira",
"epstein",
"371"
],
[
"reprinted",
"praised",
"newsletter",
"publicized",
"recipients",
"volunteers",
"publicity",
"mentioned",
"corps",
"promoting"
],
[
"executables",
"seagate",
"hardcopy",
"bcash",
"csv",
"filenames",
"files",
"imakefile",
"stanford",
"executable"
],
[
"keller",
"kim39",
"keith",
"sandvik",
"kekule",
"kari",
"keithley",
"leonardo",
"panayiotakis",
"tripoli"
],
[
"finland",
"german",
"stuttgart",
"uk",
"europe",
"bielefeld",
"germans",
"sweden",
"germany",
"finns"
],
[
"outfielder",
"baseball",
"ballplayers",
"baseman",
"ballpark",
"pitchers",
"inning",
"mlb",
"outfield",
"batting"
],
[
"similarly",
"besides",
"however",
"therefore",
"especially",
"although",
"definately",
"certainly",
"alternatively",
"too"
],
[
"constitution",
"clinton",
"congressman",
"feasible",
"advocated",
"constitutional",
"congressional",
"amendment",
"reform",
"consultation"
],
[
"hammers",
"rightful",
"fans",
"vandals",
"deserved",
"faithful",
"slated",
"vandalize",
"rightfully",
"titans"
],
[
"strap",
"dent",
"enclosure",
"folder",
"dial",
"rope",
"noose",
"shed",
"croire",
"trunk"
],
[
"cleveland",
"jyusenkyou",
"nwu",
"ohio",
"youngstown",
"cincinnati",
"nsu",
"ohsu",
"osu",
"n3jxp"
],
[
"enjoyed",
"replied",
"lebanese",
"appreciated",
"lebanon",
"thanks",
"understandable",
"databases",
"interesting",
"catharines"
],
[
"allegheny",
"carnegie",
"penn",
"pennsylvania",
"psu",
"mellon",
"pitt",
"pittsburgh",
"pg",
"pgh"
],
[
"speeding",
"driving",
"someone",
"policeman",
"guilty",
"evading",
"somebody",
"drove",
"tripping",
"victim"
],
[
"workgroups",
"infrastructure",
"researchers",
"engineers",
"playoffs",
"institutes",
"replies",
"engineering",
"drivers",
"ieee"
],
[
"petersburg",
"pacbell",
"waterloo",
"allegheny",
"cambell",
"macmillan",
"plymouth",
"llanw",
"powell",
"worcester"
],
[
"jrutledg",
"wherever",
"battlefield",
"josephus",
"emerson",
"whenever",
"terry",
"emergency",
"cern",
"boyd"
],
[
"rendering",
"geometric",
"triangulation",
"drawings",
"geometry",
"polygons",
"sketch",
"convex",
"drawing",
"approximation"
],
[
"olsen",
"shnekendorf",
"larson",
"kelley",
"irs",
"sylvester",
"iowa",
"sweeney",
"snyder",
"nixdorf"
],
[
"cathy",
"knoxville",
"ramsey",
"carolina",
"arkansas",
"kx",
"saints",
"forrest",
"southwest",
"keele"
],
[
"lithium",
"webster",
"newtout",
"watson",
"weiss",
"calder",
"sudbury",
"ibm",
"possiblity",
"jw"
],
[
"ck",
"dear",
"coded",
"chi",
"reilly",
"tabaracci",
"code",
"digit",
"pict",
"digits"
],
[
"1993apr2",
"meets",
"1993apr3",
"93apr20",
"1993apr20",
"1993apr21",
"1993apr30",
"1993apr1",
"begins",
"1993apr7"
],
[
"troy",
"samsung",
"phones",
"newspapers",
"semiconductors",
"samuel",
"inquirer",
"ff",
"semiconductor",
"pop"
],
[
"1993may1",
"1992",
"1993may15",
"93",
"1993may14",
"1993may13",
"1993",
"1993may11",
"944",
"1993may12"
],
[
"yields",
"68lc040",
"yield",
"correction",
"corrections",
"corrected",
"v65sabre",
"gradient",
"13404334aej7d",
"slc4"
],
[
"handguns",
"infringed",
"firearms",
"firearm",
"guns",
"handgun",
"gun",
"revolvers",
"machineguns",
"glocks"
],
[
"mcintyre",
"dcookson",
"mitch",
"shin",
"din",
"dans",
"mcsnet",
"monu6",
"gator",
"dundee"
],
[
"shipping",
"mariners",
"netcom",
"countless",
"clients",
"distributors",
"consumers",
"manufacturers",
"fantasies",
"slots"
],
[
"goaltenders",
"hockey",
"lindros",
"defenseman",
"defensemen",
"nhl",
"goaltender",
"goalies",
"goaltending",
"gretzky"
],
[
"suppliers",
"manufacturers",
"manufacturer",
"hardware",
"excluded",
"enquiries",
"chassis",
"subcommittee",
"manufactures",
"motherboard"
],
[
"geophysics",
"faxes",
"technological",
"usps",
"caltech",
"semiconductors",
"internet",
"researched",
"fedex",
"semiconductor"
],
[
"nelson_p",
"nnr",
"nntp",
"nntpd",
"psinntp",
"ftp",
"newshost",
"srgenprp",
"kotpp",
"tbrent"
],
[
"monitor",
"832x624",
"640x480",
"vesa",
"viewer",
"4k",
"ntsc",
"vga",
"monitors",
"hicolor"
],
[
"broadcast",
"wfan",
"commercials",
"broadcasting",
"broadcasters",
"broadcasts",
"espn",
"television",
"telecast",
"televised"
],
[
"prefer",
"include",
"invitation",
"invite",
"linking",
"prefered",
"contributor",
"includes",
"preferable",
"customizable"
],
[
"belly",
"jokes",
"pockets",
"philly",
"pants",
"roomy",
"please",
"pocket",
"want",
"myself"
]
] | 26.121548 | intfloat/e5-large-v2 | 0.988 | -0.251237 | 0.264888 | 0.38298 |
20 Newsgroups Raw | S³_combined | 42 | 10 | [
[
"email",
"mailed",
"replied",
"dammit",
"smtp",
"message",
"emailed",
"mail",
"wrote",
"aol"
],
[
"plans",
"political",
"firearms",
"nntp",
"nra",
"policies",
"graphical",
"aerodynamics",
"gangs",
"strategies"
],
[
"compaq",
"pcboard",
"framebuffer",
"xopendisplay",
"win31",
"vga",
"32bit",
"fdisk",
"dos6",
"scsi"
],
[
"goaltenders",
"defensemen",
"nhl",
"baseball",
"mlb",
"goaltending",
"defenseman",
"hockey",
"goalies",
"ballplayers"
],
[
"massacred",
"intifada",
"pogroms",
"hamas",
"zionists",
"holocaust",
"massacre",
"atrocities",
"massacres",
"zionist"
],
[
"framebuffer",
"debugging",
"visualization",
"xtwindow",
"xcreatewindow",
"xtappaddtimeout",
"initialization",
"xdefaults",
"gnuplot",
"error"
],
[
"overpriced",
"pricing",
"priced",
"pricey",
"prices",
"compares",
"comparatively",
"comparison",
"compared",
"comparisons"
],
[
"pantheism",
"missiology",
"exegesis",
"theism",
"seminary",
"evangelism",
"theology",
"atheism",
"theological",
"humanist"
],
[
"afflicted",
"illnesses",
"candidiasis",
"infections",
"refusing",
"medications",
"disorders",
"malpractice",
"abusing",
"abusive"
],
[
"automotive",
"auto",
"4wd",
"automobile",
"suv",
"car",
"cars",
"autos",
"rides",
"awd"
]
] | 25.159752 | intfloat/e5-large-v2 | 0.99 | -0.232268 | 0.339038 | 0.446725 |
20 Newsgroups Raw | S³_combined | 42 | 20 | [
[
"microprocessor",
"powerbooks",
"processors",
"motherboard",
"motherboards",
"vga",
"hdtv",
"8bit",
"vram",
"semiconductors"
],
[
"waco",
"atf",
"koresh",
"gunfire",
"firefight",
"baylor",
"texans",
"wackos",
"massacred",
"exploded"
],
[
"zionist",
"zionists",
"likud",
"israel",
"israelis",
"intifada",
"israeli",
"palestinians",
"bds",
"palestinian"
],
[
"encrypt",
"encryptions",
"cryptographically",
"encryption",
"encrypting",
"cryptophones",
"encrypted",
"decryption",
"cryptographic",
"cryptography"
],
[
"optimally",
"maximize",
"morality",
"poverty",
"thinking",
"stupidity",
"rationality",
"optimizing",
"equilibrium",
"speeding"
],
[
"rightful",
"vehicles",
"fleet",
"vehicle",
"rightfully",
"cars",
"gearbox",
"faithful",
"o7",
"based"
],
[
"uiuc",
"iup",
"universitaet",
"univ",
"university",
"uwaterloo",
"universities",
"undergraduate",
"iupui",
"universite"
],
[
"recommendations",
"sects",
"toolkits",
"workgroups",
"militias",
"alternatives",
"newsgroups",
"communities",
"organizations",
"ideologies"
],
[
"integer",
"sfwa",
"bike",
"fwd",
"dir",
"isbn",
"usgs",
"ito",
"nist",
"ucsd"
],
[
"inning",
"baseball",
"outfielder",
"ballplayers",
"rbis",
"mlb",
"baseman",
"hitters",
"batting",
"pitchers"
],
[
"delusional",
"hoax",
"insulting",
"sceptics",
"laserwriter",
"overpriced",
"macworld",
"arrogance",
"rejection",
"ignorant"
],
[
"network",
"mcsnet",
"multiuser",
"usenet",
"fermilab",
"computing",
"smtp",
"hepnet",
"networks",
"protocols"
],
[
"nriz",
"graphs",
"computational",
"microelectronics",
"networks",
"bottleneck",
"attackers",
"researchers",
"micron",
"labs"
],
[
"vhf",
"magnetometer",
"25mhz",
"40mhz",
"transmitters",
"50mhz",
"transmitter",
"voltmeter",
"voltages",
"5mhz"
],
[
"spacecraft",
"astronauts",
"nasa",
"skylab",
"spaceflight",
"astronautics",
"aerospace",
"satellites",
"spacelab",
"interplanetary"
],
[
"xloadimage",
"utxvms",
"dozens",
"obligatory",
"examples",
"compares",
"1993mar31",
"comparatively",
"comparable",
"alternatively"
],
[
"bargain",
"forsale",
"sold",
"sale",
"deals",
"deal",
"offers",
"sell",
"purchase",
"seller"
],
[
"colour",
"colours",
"beauty",
"pretty",
"color",
"prettier",
"colors",
"visuals",
"perceptions",
"beautiful"
],
[
"licensing",
"concessions",
"lobbying",
"opposes",
"sponsoring",
"editorials",
"sponsors",
"lawmakers",
"policies",
"proposals"
],
[
"colormap",
"xputimage",
"rendered",
"rendering",
"colormaps",
"renderer",
"pixmaps",
"pixmap",
"redraw",
"graphical"
]
] | 25.036627 | intfloat/e5-large-v2 | 0.995 | -0.22794 | 0.290183 | 0.409547 |
20 Newsgroups Raw | S³_combined | 42 | 30 | [
[
"koresh",
"gunfire",
"baylor",
"waco",
"firefight",
"exploded",
"firing",
"explosions",
"evacuated",
"casualties"
],
[
"640x480",
"vga",
"pixels",
"832x624",
"truecolor",
"4k",
"hicolor",
"colour",
"8k",
"680x0"
],
[
"renders",
"drawings",
"diagrams",
"geometric",
"triangulation",
"imagewriter",
"3d",
"imagemagick",
"shapes",
"animations"
],
[
"pennsylvania",
"york",
"bedford",
"bristol",
"wr",
"toronto",
"wharton",
"wfan",
"413",
"delmarva"
],
[
"electrical",
"transmitters",
"voltmeter",
"amplifier",
"transmitter",
"resistors",
"wiring",
"amplifiers",
"electronics",
"circuitry"
],
[
"toronto",
"canuck",
"msuinfo",
"nanaimo",
"canada",
"canadian",
"canadians",
"mississauga",
"bosnia",
"saskatchewan"
],
[
"delusional",
"overpriced",
"idiotic",
"insulting",
"worthless",
"skeptical",
"ignorant",
"overreacting",
"ignorance",
"foolishness"
],
[
"saab",
"automotive",
"cad",
"subaru",
"uea",
"institut",
"quebec",
"eu",
"cx",
"uu"
],
[
"armenia",
"turks",
"anatolia",
"serdar",
"armenians",
"armenian",
"turkish",
"karabakh",
"azeri",
"ankara"
],
[
"unconstitutional",
"infringed",
"firearm",
"firearms",
"handguns",
"handgun",
"legality",
"statutes",
"guns",
"prohibits"
],
[
"sponsoring",
"pennsylvania",
"suggestions",
"sponsors",
"allegheny",
"synagogues",
"pittsburgh",
"phillies",
"invitation",
"sponsor"
],
[
"kris",
"spock",
"norris",
"kpc",
"xtian",
"kx",
"stellar",
"duane",
"nntp",
"aft"
],
[
"colors",
"colours",
"painted",
"color",
"beauty",
"canvas",
"colormap",
"attractive",
"colour",
"palette"
],
[
"simplify",
"compiler",
"pascal",
"optimization",
"optimize",
"processor",
"microprocessor",
"cpu",
"optimizing",
"compile"
],
[
"seller",
"forsale",
"bargain",
"sold",
"sale",
"sell",
"bought",
"priced",
"selling",
"resale"
],
[
"amiga",
"amigados",
"seemed",
"engaging",
"convincing",
"hype",
"dos",
"hyped",
"interestingly",
"enjoys"
],
[
"automotive",
"buick",
"automobiles",
"automobile",
"sedans",
"audi",
"lexus",
"dealership",
"opel",
"sedan"
],
[
"medicine",
"medical",
"medications",
"medication",
"treatments",
"candidiasis",
"medicines",
"health",
"antihistamine",
"antihistamines"
],
[
"biker",
"motorcyclist",
"motorcycle",
"bike",
"bikers",
"motorcyclists",
"motorcycles",
"motorcycling",
"wheelie",
"wheelies"
],
[
"possibly",
"perhaps",
"potentially",
"considers",
"hopefully",
"hopeful",
"hoping",
"considering",
"although",
"worried"
],
[
"isbn",
"infoworld",
"fedex",
"bike",
"lenses",
"atari",
"amigados",
"usgs",
"atmos",
"kbytes"
],
[
"advertisers",
"consumers",
"distributors",
"distributor",
"clients",
"manufacturers",
"businessmen",
"client",
"businesses",
"agencies"
],
[
"encrypted",
"encryption",
"encrypting",
"cryptographic",
"decryption",
"cryptographically",
"encrypt",
"cryptography",
"encryptions",
"cryptosystem"
],
[
"meditation",
"windowing",
"driving",
"speeding",
"telepathy",
"windows",
"breathing",
"traffic",
"listening",
"sleep"
],
[
"xtappaddtimeout",
"xtpointer",
"_get_wmshellwidgetclass",
"xtrealizewidget",
"xtwindow",
"xcreatewindow",
"xdpyinfo",
"x11",
"xsession",
"libxmu"
],
[
"pen",
"gasket",
"ink",
"adhesive",
"removes",
"remove",
"bottle",
"vandalize",
"litter",
"vandalizing"
],
[
"researchers",
"labs",
"toxic",
"nriz",
"chemists",
"laboratories",
"scientists",
"micron",
"networks",
"ergonomics"
],
[
"1993may14",
"1993may1",
"1993mar29",
"1993mar30",
"1993mar31",
"1993may11",
"1993may12",
"1993may13",
"cci632",
"35894"
],
[
"spaceflight",
"astronautics",
"spacecraft",
"nasa",
"astronauts",
"starbase",
"skylab",
"aerospace",
"spacelab",
"astronaut"
],
[
"criticisms",
"averages",
"addresses",
"denominations",
"provinces",
"universities",
"libraries",
"prices",
"comparisons",
"fallacies"
]
] | 25.284829 | intfloat/e5-large-v2 | 0.98 | -0.216724 | 0.30151 | 0.441817 |
20 Newsgroups Raw | S³_combined | 42 | 40 | [
[
"rutgers",
"bristol",
"epstein",
"pennsylvania",
"york",
"bedford",
"hannover",
"sirius",
"phillies",
"philadelphia"
],
[
"semiconductors",
"semiconductor",
"chipsets",
"manufacturer",
"subcommittee",
"indiana",
"unknowns",
"inquiring",
"excluded",
"enquiries"
],
[
"almanac",
"fires",
"cows",
"ithaca",
"earth",
"lansing",
"tents",
"cattle",
"wendell",
"humankind"
],
[
"universitaet",
"university",
"iup",
"universite",
"undergraduate",
"univ",
"universities",
"campus",
"iupui",
"faculty"
],
[
"defenseman",
"goaltender",
"goalies",
"goaltenders",
"lindros",
"nhl",
"goaltending",
"defensemen",
"hockey",
"gretzky"
],
[
"however",
"outweighs",
"certainly",
"especially",
"therefore",
"weighs",
"divides",
"relies",
"undoubtedly",
"implies"
],
[
"provinces",
"addresses",
"nntpd",
"muskingum",
"nosubdomain",
"sizes",
"sites",
"nntp",
"denominations",
"colormaps"
],
[
"mda",
"maddux",
"approached",
"mistaken",
"articulated",
"unclear",
"unfamiliar",
"asl",
"allegedly",
"deceptive"
],
[
"biker",
"motorcycle",
"motorcycling",
"bike",
"motorcyclist",
"motorcycles",
"motorcyclists",
"bikers",
"rider",
"bikes"
],
[
"ntt",
"nne",
"nf",
"nb",
"nntpd",
"nntp",
"mnp",
"nnr",
"psinntp",
"tnt"
],
[
"koresh",
"barbecued",
"exploded",
"firefight",
"waco",
"baylor",
"texans",
"burnt",
"burned",
"ignited"
],
[
"cordially",
"mahogany126",
"deskwriter",
"perhaps",
"rosemail",
"misconception",
"misunderstanding",
"counterexample",
"exaggeration",
"correspondence"
],
[
"msus",
"helsinki",
"logitech",
"hamburg",
"elektronen",
"uppsala",
"msu",
"ericsson",
"finns",
"motherboards"
],
[
"criticisms",
"gsxr1100",
"corrections",
"revisions",
"hobokenite",
"gsfc",
"uscrpac",
"gsu0033",
"unsubstantiated",
"publications"
],
[
"1920s",
"recipients",
"recollections",
"pittsburgh",
"worcester",
"1950s",
"compuserve",
"youngstown",
"restored",
"pennsylvania"
],
[
"vesa",
"680x0",
"ntsc",
"monitor",
"vga",
"truecolor",
"640x480",
"832x624",
"monitors",
"4k"
],
[
"handgun",
"handguns",
"firearms",
"guns",
"firearm",
"gun",
"weaponry",
"infringed",
"machineguns",
"revolvers"
],
[
"1993",
"mcdowell",
"henson",
"sim",
"nanaimo",
"mcintyre",
"shin",
"mcsnet",
"morrow",
"meade"
],
[
"munitions",
"solder",
"sandvik",
"microprocessor",
"soldering",
"glove",
"ammunition",
"silicon",
"gasket",
"latex"
],
[
"cpus",
"fastest",
"processors",
"supercomputer",
"microprocessor",
"throughput",
"cpu",
"benchmarks",
"population",
"33mhz"
],
[
"microelectronics",
"toxic",
"obnoxious",
"nriz",
"micron",
"labs",
"scientists",
"stupid",
"toxicity",
"idiots"
],
[
"israel",
"zionist",
"israeli",
"isreal",
"israelis",
"likud",
"mossad",
"zionists",
"intifada",
"idf"
],
[
"counsel",
"hillary",
"clintons",
"congressional",
"clinton",
"advising",
"advocacy",
"governing",
"cpp",
"reagan"
],
[
"armenia",
"anatolia",
"turkish",
"armenian",
"armenians",
"karabakh",
"ankara",
"turk",
"serdar",
"turks"
],
[
"toronto",
"canada",
"canadians",
"canadian",
"ontario",
"mississauga",
"saskatchewan",
"calgary",
"c65oil",
"carleton"
],
[
"sale",
"sold",
"bargain",
"forsale",
"sell",
"seller",
"resale",
"selling",
"deal",
"offer"
],
[
"boards",
"recipient",
"communal",
"mail",
"server",
"monk",
"mailing",
"bytes",
"protocol",
"mills"
],
[
"harddrive",
"seagate",
"hdd",
"quran",
"tapes",
"cassettes",
"magazines",
"vhs",
"megabytes",
"cds"
],
[
"digit",
"phone",
"chi",
"digits",
"reilly",
"ck",
"phones",
"code",
"punjabi",
"tabaracci"
],
[
"fonts",
"painted",
"colour",
"globe",
"font",
"worcester",
"clouds",
"canvas",
"beauty",
"paint"
],
[
"sexual",
"homosexual",
"homosexuals",
"gays",
"sexually",
"homosexuality",
"molesters",
"prostitutes",
"heterosexuals",
"hiv"
],
[
"invitation",
"arrangement",
"configurable",
"connector",
"andersson",
"include",
"customizable",
"includes",
"henrik",
"embrace"
],
[
"presumed",
"clarifications",
"conclusions",
"statistics",
"analysis",
"estimation",
"correspondence",
"clarification",
"remarked",
"proportion"
],
[
"addressing",
"dialing",
"rosemail",
"atlanta",
"tmail",
"unsubscribe",
"ccmail",
"usmail",
"voicemail",
"addresses"
],
[
"iraq",
"stanford",
"nfs",
"folder",
"seagate",
"kuwait",
"ssd",
"files",
"exabyte",
"microsoft"
],
[
"msuinfo",
"shelling",
"kstar",
"sightings",
"ultraviolet",
"harmless",
"orbiter",
"lunar",
"orbital",
"orbit"
],
[
"workshops",
"recommendations",
"contenders",
"kstar",
"toolkits",
"alternatives",
"forums",
"suggestions",
"prospects",
"workstations"
],
[
"hoped",
"hopeful",
"hoping",
"possibly",
"hopefully",
"perhaps",
"replied",
"worried",
"1993apr16",
"potentially"
],
[
"corvettes",
"vandals",
"wagons",
"hammers",
"cars",
"drives",
"vehicles",
"faithful",
"gearbox",
"asteroids"
],
[
"cad",
"subaru",
"fur",
"quebec",
"cis",
"voyager",
"canada",
"cx",
"congregation",
"congregations"
]
] | 24.922446 | intfloat/e5-large-v2 | 0.97 | -0.236294 | 0.261685 | 0.36529 |
20 Newsgroups Raw | S³_combined | 42 | 50 | [
[
"nntp",
"utsa",
"lonestar",
"andersson",
"hypercard",
"pasadena",
"nambla",
"oilers",
"jrogoff",
"swapping"
],
[
"tankbag",
"pearl",
"megadrive",
"grunt",
"howe",
"lawson",
"allison",
"kathleen",
"ballard",
"aiaa"
],
[
"iq",
"computational",
"nriz",
"uchicago",
"northwestern",
"infrared",
"fermilab",
"scientists",
"zurich",
"physicists"
],
[
"benchmarks",
"averages",
"durability",
"reliability",
"monitoring",
"maintenance",
"productivity",
"workstations",
"budgets",
"laptops"
],
[
"encryption",
"encrypted",
"encrypting",
"cryptographic",
"cryptography",
"encrypt",
"cryptographically",
"decryption",
"encryptions",
"cryptology"
],
[
"firefight",
"exploded",
"koresh",
"barbecued",
"texans",
"waco",
"texas",
"baylor",
"burnt",
"burned"
],
[
"sounds",
"loudspeakers",
"bombs",
"preservation",
"sound",
"beatles",
"quieter",
"horrors",
"noises",
"manuscripts"
],
[
"583",
"5888",
"addresses",
"ba7116326",
"573",
"jbh55289",
"2783",
"0005111312",
"586",
"588"
],
[
"hopefully",
"considerations",
"possibly",
"potentially",
"considering",
"perhaps",
"preserving",
"preservation",
"hopeful",
"fortunately"
],
[
"horrible",
"threatening",
"badly",
"threatens",
"desperately",
"terrible",
"horribly",
"annoying",
"desperate",
"dont"
],
[
"usenet",
"cmkrnl",
"bytes",
"cmptrc",
"cms",
"mailing",
"pirates",
"protocol",
"monk",
"cm"
],
[
"lunar",
"confirm",
"confirmed",
"esther",
"chang",
"msg",
"cute",
"tau",
"confirmation",
"semitic"
],
[
"puzzled",
"startled",
"sighted",
"encounters",
"approached",
"movements",
"reluctant",
"confusion",
"sightings",
"surprised"
],
[
"york",
"pennsylvania",
"phillies",
"epstein",
"philly",
"clifford",
"wharton",
"philadelphia",
"ira",
"penn"
],
[
"praised",
"reprinted",
"recipients",
"newsletter",
"publicized",
"publicity",
"corps",
"volunteers",
"promoting",
"promotion"
],
[
"csv",
"executables",
"filenames",
"seagate",
"ssd",
"stanford",
"bcash",
"hardcopy",
"iraq",
"executable"
],
[
"knox",
"kari",
"tripoli",
"keith",
"kekule",
"keller",
"nazareth",
"leonardo",
"kuwaitis",
"sandvik"
],
[
"germany",
"finns",
"europe",
"sweden",
"finland",
"netherlands",
"uk",
"germans",
"munich",
"german"
],
[
"baseball",
"outfielder",
"inning",
"pitchers",
"mlb",
"baseman",
"ballpark",
"ballplayers",
"batting",
"outfield"
],
[
"obviously",
"undoubtedly",
"however",
"therefore",
"especially",
"relies",
"historically",
"certainly",
"implies",
"suspiciously"
],
[
"reform",
"clinton",
"congressional",
"constitution",
"amendment",
"clintons",
"congressman",
"constitutional",
"hillary",
"reforms"
],
[
"vandals",
"hammers",
"vandalize",
"deserved",
"fans",
"thieves",
"vandalizing",
"refs",
"rightful",
"losers"
],
[
"noose",
"trunk",
"rope",
"fence",
"dial",
"folder",
"strap",
"croire",
"leather",
"shed"
],
[
"ohio",
"cleveland",
"cincinnati",
"osu",
"ohsu",
"youngstown",
"nntp",
"nsu",
"nwu",
"jyusenkyou"
],
[
"replied",
"enjoyed",
"understandable",
"lebanon",
"thanks",
"appreciated",
"catharines",
"interesting",
"lebanese",
"databases"
],
[
"pittsburgh",
"penn",
"pennsylvania",
"pitt",
"allegheny",
"mellon",
"carnegie",
"pg",
"psu",
"pgh"
],
[
"driving",
"victim",
"dui",
"speeding",
"tripping",
"policeman",
"offender",
"driver",
"deputy",
"drove"
],
[
"ieee",
"drivers",
"institutes",
"workgroups",
"engineers",
"infrastructure",
"playoffs",
"engineering",
"researchers",
"engineer"
],
[
"powell",
"plymouth",
"painted",
"macmillan",
"pacbell",
"cambell",
"allegheny",
"worcester",
"petersburg",
"waterloo"
],
[
"champaign",
"josephus",
"battlefield",
"whenever",
"emerson",
"terry",
"urbanachampaign",
"francis",
"interstellar",
"cern"
],
[
"geometry",
"animator",
"geometric",
"drawings",
"drawing",
"rendering",
"triangulation",
"polygons",
"animation",
"shapes"
],
[
"sweeney",
"olsen",
"kelley",
"iowa",
"larson",
"irs",
"papal",
"nixdorf",
"shnekendorf",
"stalin"
],
[
"tulsa",
"kx",
"saints",
"forrest",
"galaxy",
"cathy",
"carolina",
"ramsey",
"arkansas",
"kris"
],
[
"ibm",
"watson",
"weiss",
"calder",
"lithium",
"sudbury",
"webster",
"ontario",
"jw",
"newtout"
],
[
"chi",
"digit",
"ck",
"tabaracci",
"reilly",
"icd",
"digits",
"pict",
"code",
"dogmatic"
],
[
"1993apr3",
"1993apr1",
"1993apr20",
"1993apr2",
"april",
"1993apr4",
"1993apr21",
"1993apr7",
"1993apr30",
"1993apr10"
],
[
"semiconductors",
"phones",
"semiconductor",
"sun",
"samsung",
"troy",
"telephones",
"elektronen",
"newspapers",
"samuel"
],
[
"1993",
"1993may1",
"1993may11",
"1992",
"1993may14",
"1993may10",
"1993may15",
"1993may13",
"93",
"934"
],
[
"corrections",
"v65sabre",
"yield",
"yields",
"gradient",
"correction",
"revisions",
"corrected",
"68lc040",
"quantities"
],
[
"firearms",
"revolvers",
"pistols",
"gun",
"handguns",
"handgun",
"guns",
"machineguns",
"infringed",
"firearm"
],
[
"shin",
"dans",
"mitch",
"mcintyre",
"gator",
"dan",
"din",
"dundee",
"mdc",
"mcsnet"
],
[
"shipping",
"netcom",
"newsgroups",
"distributors",
"netware",
"slots",
"manufacturers",
"mariners",
"diskettes",
"fantasies"
],
[
"nhl",
"defenseman",
"goaltenders",
"goaltender",
"hockey",
"lindros",
"goaltending",
"defensemen",
"goalies",
"gretzky"
],
[
"manufacturer",
"subcommittee",
"hardware",
"motherboard",
"manufacturers",
"suppliers",
"motherboards",
"semiconductors",
"manufactures",
"chipsets"
],
[
"calif",
"disks",
"semiconductor",
"technological",
"internet",
"semiconductors",
"usps",
"faxes",
"caltech",
"geophysics"
],
[
"nntpd",
"ftp",
"nw",
"nelson_p",
"kotpp",
"tbrent",
"psinntp",
"nne",
"nnr",
"nntp"
],
[
"monochrome",
"ntsc",
"640x480",
"832x624",
"vesa",
"vga",
"monitors",
"monitor",
"colour",
"viewer"
],
[
"broadcast",
"commercials",
"broadcasters",
"espn",
"wfan",
"broadcasts",
"television",
"broadcasting",
"televised",
"telecast"
],
[
"connector",
"invitation",
"customizable",
"intimate",
"include",
"invite",
"andres",
"includes",
"prefer",
"profiles"
],
[
"closet",
"belly",
"philly",
"roomy",
"pocket",
"synagogues",
"pants",
"philadelphia",
"pockets",
"camping"
]
] | 26.412833 | intfloat/e5-large-v2 | 0.976 | -0.246224 | 0.266815 | 0.398663 |
20 Newsgroups Raw | CombinedTM | 42 | 10 | [
[
"and",
"the",
"to",
"of",
"is",
"in",
"for",
"on",
"are",
"be"
],
[
"clipper",
"netcom",
"escrow",
"bike",
"dod",
"stratus",
"henry",
"oil",
"safety",
"sw"
],
[
"diseases",
"diet",
"consistent",
"vitamin",
"measure",
"practical",
"importance",
"nearly",
"fat",
"nutrition"
],
[
"rutgers",
"cramer",
"gay",
"banks",
"sandvik",
"sgi",
"kent",
"jon",
"islam",
"atheists"
],
[
"he",
"in",
"was",
"that",
"they",
"we",
"of",
"the",
"his",
"but"
],
[
"diet",
"consistent",
"fat",
"diseases",
"hypothesis",
"originally",
"vitamin",
"detail",
"increases",
"situations"
],
[
"db",
"ax",
"my",
"you",
"max",
"do",
"writes",
"a86",
"if",
"0d"
],
[
"diseases",
"sit",
"fat",
"increases",
"significant",
"success",
"consistent",
"fundamental",
"vitamin",
"examples"
],
[
"pc",
"card",
"board",
"bus",
"ram",
"running",
"mode",
"machines",
"scsi",
"drives"
],
[
"season",
"ca",
"fans",
"25",
"st",
"vancouver",
"00",
"games",
"game",
"team"
]
] | 1,563.659313 | intfloat/e5-large-v2 | 0.87 | -0.12752 | 0.187918 | 0.380294 |
20 Newsgroups Raw | CombinedTM | 42 | 20 | [
[
"heavily",
"negative",
"repeated",
"suddenly",
"originally",
"furthermore",
"detail",
"kinds",
"addressed",
"supporting"
],
[
"arabs",
"killed",
"arab",
"israeli",
"israel",
"fbi",
"atf",
"fire",
"waco",
"adam"
],
[
"drive",
"scsi",
"card",
"drives",
"dos",
"pc",
"bus",
"controller",
"ide",
"ram"
],
[
"beginning",
"primarily",
"sit",
"repeated",
"equivalent",
"offered",
"importance",
"increases",
"kinds",
"filled"
],
[
"drawing",
"lib",
"de",
"ac",
"uk",
"event",
"xterm",
"draw",
"window",
"x11r5"
],
[
"ax",
"that",
"to",
"the",
"it",
"is",
"of",
"and",
"you",
"in"
],
[
"sandvik",
"georgia",
"gordon",
"banks",
"newton",
"kent",
"geb",
"keith",
"rutgers",
"jon"
],
[
"and",
"or",
"are",
"edu",
"be",
"for",
"is",
"can",
"with",
"this"
],
[
"henry",
"nasa",
"zoo",
"hst",
"shuttle",
"gov",
"gamma",
"jpl",
"orbit",
"moon"
],
[
"30",
"15",
"10",
"11",
"00",
"12",
"20",
"sale",
"18",
"25"
],
[
"portion",
"detail",
"huge",
"sit",
"repeated",
"suggested",
"allowing",
"treated",
"challenge",
"answered"
],
[
"that",
"it",
"have",
"the",
"not",
"is",
"to",
"this",
"you",
"they"
],
[
"escrow",
"netcom",
"chip",
"encryption",
"key",
"clipper",
"des",
"algorithm",
"keys",
"nsa"
],
[
"off",
"better",
"year",
"down",
"didn",
"players",
"game",
"out",
"up",
"too"
],
[
"and",
"in",
"as",
"of",
"by",
"to",
"was",
"from",
"the",
"were"
],
[
"mo",
"db",
"w7",
"md",
"mt",
"mj",
"bh",
"mx",
"mv",
"columbia"
],
[
"bike",
"com",
"oil",
"bmw",
"stratus",
"nec",
"dod",
"ride",
"cb",
"cars"
],
[
"portion",
"forth",
"examine",
"detail",
"repeated",
"holds",
"sit",
"literally",
"touch",
"constantly"
],
[
"believe",
"do",
"not",
"say",
"christians",
"jesus",
"god",
"atheist",
"bible",
"beliefs"
],
[
"examined",
"unlike",
"repeated",
"drawn",
"filled",
"direction",
"forth",
"bringing",
"examine",
"explanation"
]
] | 1,598.139431 | intfloat/e5-large-v2 | 0.86 | -0.075465 | 0.205665 | 0.422695 |
20 Newsgroups Raw | CombinedTM | 42 | 30 | [
[
"israel",
"israeli",
"arab",
"jews",
"policy",
"jewish",
"arabs",
"peace",
"lebanon",
"palestinian"
],
[
"from",
"of",
"on",
"at",
"and",
"by",
"the",
"in",
"for",
"with"
],
[
"they",
"max",
"were",
"henrik",
"was",
"ax",
"karabakh",
"azeris",
"corpses",
"daughter"
],
[
"0d",
"ax",
"mf",
"mm",
"mu",
"a86",
"mp",
"_o",
"mg",
"145"
],
[
"rutgers",
"mary",
"christ",
"sin",
"heaven",
"athos",
"catholic",
"church",
"kent",
"christians"
],
[
"whereas",
"heavily",
"sir",
"whenever",
"furthermore",
"sit",
"supporting",
"equivalent",
"extremely",
"importance"
],
[
"de",
"ac",
"australia",
"informatik",
"advance",
"uni",
"au",
"germany",
"uk",
"tu"
],
[
"proved",
"requirement",
"latter",
"serves",
"covering",
"examined",
"examine",
"repeated",
"inquiry",
"raise"
],
[
"fire",
"dod",
"fbi",
"waco",
"compound",
"batf",
"atf",
"bd",
"koresh",
"survivors"
],
[
"apparently",
"repeated",
"furthermore",
"explanation",
"possibly",
"immediately",
"beginning",
"_the",
"spot",
"boulder"
],
[
"presence",
"constantly",
"brothers",
"differently",
"suit",
"examine",
"examined",
"demand",
"literally",
"aware"
],
[
"do",
"god",
"not",
"atheist",
"your",
"beliefs",
"me",
"so",
"what",
"say"
],
[
"is",
"the",
"to",
"and",
"ripem",
"that",
"entry",
"in",
"of",
"db"
],
[
"drive",
"scsi",
"bus",
"card",
"ide",
"controller",
"isa",
"board",
"video",
"drives"
],
[
"the",
"not",
"of",
"is",
"to",
"in",
"that",
"militia",
"it",
"as"
],
[
"year",
"game",
"better",
"last",
"players",
"player",
"ca",
"his",
"runs",
"team"
],
[
"gordon",
"georgia",
"reserve",
"cleveland",
"geb",
"banks",
"cwru",
"cc",
"pitt",
"freenet"
],
[
"touch",
"leaving",
"kinds",
"severe",
"abandoned",
"heavily",
"academic",
"examine",
"examined",
"previously"
],
[
"t7",
"w7",
"cx",
"uw",
"lk",
"ck",
"w1",
"d9",
"hz",
"c_"
],
[
"keith",
"optilink",
"jon",
"cramer",
"clayton",
"uunet",
"sgi",
"gay",
"male",
"percentage"
],
[
"cars",
"car",
"engine",
"miles",
"dod",
"bmw",
"oil",
"dealer",
"battery",
"ford"
],
[
"alaska",
"pat",
"digex",
"hst",
"access",
"zoo",
"net",
"henry",
"prb",
"spencer"
],
[
"forsale",
"shipping",
"asking",
"condition",
"items",
"manuals",
"offer",
"interested",
"sale",
"sell"
],
[
"clipper",
"government",
"key",
"des",
"encryption",
"keys",
"secure",
"chip",
"nsa",
"phone"
],
[
"gmt",
"___",
"astronomy",
"jpl",
"____",
"apr",
"gov",
"nasa",
"jet",
"__"
],
[
"window",
"running",
"application",
"font",
"xterm",
"manager",
"set",
"x11r5",
"fonts",
"windows"
],
[
"10",
"25",
"20",
"12",
"van",
"00",
"11",
"18",
"26",
"13"
],
[
"don",
"re",
"you",
"my",
"it",
"that",
"they",
"but",
"we",
"have"
],
[
"relatively",
"hidden",
"forth",
"examine",
"communities",
"constantly",
"buried",
"equivalent",
"examined",
"thanx"
],
[
"software",
"can",
"com",
"graphics",
"you",
"edu",
"for",
"or",
"jpeg",
"contrib"
]
] | 1,653.478703 | intfloat/e5-large-v2 | 0.903333 | -0.015126 | 0.195226 | 0.430352 |
20 Newsgroups Raw | CombinedTM | 42 | 40 | [
[
"ax",
"contest",
"stream",
"uuencode",
"remark",
"entry",
"larson",
"printf",
"guidelines",
"of"
],
[
"prepared",
"fed",
"spent",
"furthermore",
"feels",
"proven",
"spread",
"whoever",
"traditional",
"primarily"
],
[
"video",
"port",
"drivers",
"advance",
"thanks",
"monitor",
"diamond",
"board",
"anyone",
"card"
],
[
"forsale",
"sale",
"condition",
"offer",
"asking",
"usc",
"wanted",
"brand",
"dakota",
"call"
],
[
"similarly",
"requirement",
"accomplished",
"aspect",
"fellow",
"expert",
"filled",
"examine",
"primarily",
"virtually"
],
[
"uk",
"de",
"x11r5",
"window",
"ac",
"motif",
"inf",
"tu",
"event",
"widget"
],
[
"ottoman",
"of",
"by",
"in",
"were",
"was",
"the",
"empire",
"greek",
"1919"
],
[
"astronomy",
"space",
"pub",
"for",
"spacecraft",
"missions",
"planetary",
"analysis",
"satellite",
"graphics"
],
[
"suggesting",
"mental",
"intend",
"followed",
"supporting",
"spread",
"daily",
"examine",
"guest",
"earlier"
],
[
"ax",
"0d",
"_o",
"mp",
"mj",
"mh",
"mo",
"mf",
"mm",
"mu"
],
[
"hst",
"henry",
"zoo",
"digex",
"prb",
"access",
"pat",
"net",
"spencer",
"alaska"
],
[
"clayton",
"gay",
"sgi",
"optilink",
"cramer",
"homosexual",
"livesey",
"banks",
"keith",
"jon"
],
[
"netcom",
"guest",
"david",
"sternlight",
"accuracy",
"taken",
"ensure",
"feustel",
"9760",
"241"
],
[
"car",
"cars",
"circuit",
"battery",
"engine",
"miles",
"power",
"callison",
"oil",
"dealer"
],
[
"nec",
"stratus",
"disclaimer",
"sw",
"com",
"dod",
"cdt",
"sun",
"convex",
"inc"
],
[
"was",
"they",
"jehovah",
"he",
"my",
"sumgait",
"henrik",
"me",
"were",
"who"
],
[
"hockey",
"11",
"pit",
"buf",
"st",
"ahl",
"van",
"bos",
"boston",
"pts"
],
[
"candida",
"msg",
"diet",
"yeast",
"foods",
"quack",
"patients",
"syndrome",
"vitamin",
"symptoms"
],
[
"submitted",
"incidents",
"distinct",
"serves",
"examined",
"licenses",
"examine",
"deeply",
"passing",
"belongs"
],
[
"arab",
"jews",
"policy",
"israeli",
"israel",
"adam",
"jake",
"igc",
"arabs",
"jerusalem"
],
[
"numerous",
"portion",
"examined",
"expert",
"responses",
"courses",
"promote",
"examine",
"cited",
"necessity"
],
[
"we",
"the",
"it",
"myers",
"to",
"that",
"was",
"they",
"and",
"on"
],
[
"you",
"that",
"not",
"is",
"it",
"to",
"militia",
"are",
"have",
"be"
],
[
"sale",
"20",
"00",
"50",
"25",
"shipping",
"10",
"condition",
"15",
"offer"
],
[
"weapons",
"semi",
"batf",
"gun",
"guns",
"crime",
"shooting",
"firearms",
"atf",
"veal"
],
[
"advance",
"thank",
"originally",
"account",
"upgrades",
"examine",
"tapes",
"wanted",
"respond",
"thanks"
],
[
"scripture",
"god",
"universe",
"atheist",
"faith",
"absolute",
"believe",
"christians",
"christianity",
"belief"
],
[
"of",
"as",
"for",
"with",
"hiv",
"and",
"in",
"is",
"the",
"to"
],
[
"examine",
"furthermore",
"expert",
"pcx",
"warn",
"quit",
"ie",
"exposed",
"actual",
"determine"
],
[
"laurentian",
"ca",
"baseball",
"roger",
"maynard",
"players",
"last",
"ramsey",
"gerald",
"utoronto"
],
[
"encryption",
"escrow",
"chip",
"clipper",
"key",
"algorithm",
"keys",
"phone",
"des",
"encrypted"
],
[
"jet",
"__",
"jpl",
"gov",
"___",
"nasa",
"_____",
"navy",
"baalke",
"kelvin"
],
[
"seas",
"run",
"bmp",
"help",
"windows",
"nt",
"mouse",
"files",
"running",
"risc"
],
[
"scsi",
"controller",
"drive",
"dos",
"bus",
"ide",
"drives",
"card",
"pc",
"isa"
],
[
"paper",
"advance",
"appreciate",
"looking",
"thanks",
"greatly",
"appreciated",
"hello",
"australia",
"thank"
],
[
"athens",
"sandvik",
"sin",
"mary",
"uga",
"rutgers",
"ai",
"georgia",
"covington",
"mcovingt"
],
[
"bnr",
"dod",
"bmw",
"ride",
"infante",
"ysu",
"turn",
"motorcycle",
"bike",
"riding"
],
[
"cc",
"cwru",
"ohio",
"reserve",
"acs",
"columbia",
"cleveland",
"freenet",
"magnus",
"posting"
],
[
"if",
"can",
"you",
"it",
"jpeg",
"your",
"for",
"is",
"or",
"this"
],
[
"year",
"his",
"game",
"sharks",
"team",
"he",
"score",
"season",
"good",
"fan"
]
] | 1,674.367689 | intfloat/e5-large-v2 | 0.8875 | -0.010513 | 0.180572 | 0.410413 |
20 Newsgroups Raw | CombinedTM | 42 | 50 | [
[
"co",
"morgan",
"intercon",
"tony",
"demon",
"netcom",
"pgp",
"compuserve",
"uk",
"hamburg"
],
[
"ins",
"cc",
"reserve",
"western",
"ohio",
"cleveland",
"freenet",
"cwru",
"previous",
"magnus"
],
[
"differently",
"traditional",
"produced",
"prepared",
"demonstrated",
"previously",
"exception",
"discover",
"unnecessary",
"describing"
],
[
"israeli",
"jake",
"israel",
"jews",
"igc",
"adam",
"arabs",
"apc",
"jerusalem",
"cpr"
],
[
"mp",
"m3",
"7b",
"mt",
"mh",
"mu",
"__",
"mm",
"md",
"mn"
],
[
"gatech",
"prism",
"theodore",
"mormons",
"alleg",
"atlanta",
"rutgers",
"georgia",
"kaldis",
"ncar"
],
[
"sandvik",
"rutgers",
"cheers",
"sin",
"newton",
"kent",
"athos",
"bureau",
"royalroads",
"activities"
],
[
"d9",
"lk",
"c_",
"sp",
"ck",
"w1",
"cx",
"s6",
"t7",
"w7"
],
[
"syria",
"ax",
"lebanon",
"bombing",
"q45",
"israel",
"lebanese",
"civilians",
"militia",
"0d"
],
[
"motif",
"application",
"manager",
"width",
"window",
"x11r5",
"lib",
"xterm",
"event",
"height"
],
[
"to",
"that",
"be",
"have",
"it",
"you",
"will",
"this",
"the",
"is"
],
[
"price",
"offer",
"manuals",
"printer",
"shipping",
"sale",
"asking",
"interested",
"items",
"audio"
],
[
"to",
"flyers",
"recchi",
"in",
"ax",
"and",
"db",
"of",
"the",
"that"
],
[
"run",
"microsoft",
"dos",
"mouse",
"network",
"windows",
"drivers",
"diamond",
"cica",
"running"
],
[
"to",
"of",
"in",
"the",
"and",
"for",
"or",
"is",
"be",
"cdc"
],
[
"50",
"00",
"10",
"04",
"20",
"cover",
"25",
"man",
"new",
"15"
],
[
"team",
"year",
"last",
"game",
"his",
"he",
"runs",
"score",
"season",
"sharks"
],
[
"individually",
"accurate",
"holds",
"exception",
"similarly",
"bringing",
"examine",
"practically",
"submitted",
"requirement"
],
[
"livesey",
"keith",
"optilink",
"cramer",
"clayton",
"jon",
"gay",
"wpd",
"sgi",
"solntze"
],
[
"output",
"printf",
"entry",
"ax",
"contest",
"filename",
"uuencode",
"stream",
"entries",
"remark"
],
[
"looking",
"tin",
"thank",
"pl9",
"advance",
"newsreader",
"appreciate",
"thanks",
"hello",
"anybody"
],
[
"fortunately",
"requirement",
"accurate",
"kentucky",
"furthermore",
"growing",
"leaves",
"particularly",
"absence",
"actual"
],
[
"condition",
"interested",
"sell",
"sale",
"offer",
"forsale",
"asking",
"stereo",
"selling",
"cd"
],
[
"espn",
"coverage",
"upenn",
"buffalo",
"sas",
"cmu",
"pens",
"caps",
"baseball",
"gld"
],
[
"by",
"istanbul",
"were",
"in",
"of",
"ankara",
"russian",
"1919",
"from",
"world"
],
[
"encrypted",
"algorithm",
"nsa",
"key",
"keys",
"clipper",
"phone",
"escrow",
"des",
"chip"
],
[
"mail",
"edu",
"astronomical",
"for",
"astro",
"planetary",
"surface",
"leech",
"missions",
"computer"
],
[
"cnsvax",
"nye",
"nyeda",
"uwec",
"whoever",
"guest",
"eau",
"claire",
"doctor",
"9760"
],
[
"lies",
"miss",
"maintain",
"marked",
"tesla",
"assumed",
"denying",
"filled",
"individually",
"abandoned"
],
[
"pass",
"greatest",
"tesla",
"firm",
"awareness",
"account",
"catch",
"liberty",
"committees",
"ticket"
],
[
"skepticism",
"uga",
"geb",
"pitt",
"gordon",
"banks",
"georgia",
"athens",
"covington",
"soon"
],
[
"lk",
"c_",
"6ei",
"cx",
"hz",
"147",
"rlk",
"1d",
"3dy",
"ck"
],
[
"cal",
"nyi",
"11",
"tor",
"chi",
"bos",
"que",
"18",
"ahl",
"det"
],
[
"zoo",
"gov",
"hst",
"pat",
"nasa",
"henry",
"digex",
"jpl",
"space",
"alaska"
],
[
"br",
"gun",
"firearms",
"guns",
"isc",
"crime",
"veal",
"weapons",
"control",
"utk"
],
[
"msg",
"diet",
"candida",
"doctor",
"foods",
"vitamin",
"yeast",
"ocom",
"symptoms",
"calcium"
],
[
"waco",
"cdt",
"atf",
"burns",
"fire",
"ranch",
"compound",
"stratus",
"sw",
"fbi"
],
[
"recommend",
"communication",
"detecting",
"orders",
"services",
"boeing",
"duty",
"guest",
"9760",
"freely"
],
[
"drive",
"ide",
"controller",
"scsi",
"bus",
"board",
"isa",
"mac",
"card",
"drives"
],
[
"god",
"his",
"scripture",
"jesus",
"baptism",
"christ",
"lord",
"heaven",
"spirit",
"church"
],
[
"it",
"myers",
"that",
"to",
"the",
"was",
"limbaugh",
"he",
"of",
"in"
],
[
"examine",
"requirement",
"poor",
"suggesting",
"awareness",
"watson",
"beyond",
"maintain",
"boundaries",
"represents"
],
[
"advance",
"help",
"au",
"australia",
"uni",
"de",
"please",
"appreciated",
"thanks",
"germany"
],
[
"and",
"in",
"to",
"of",
"the",
"you",
"is",
"not",
"that",
"it"
],
[
"article",
"writes",
"dod",
"east",
"ed",
"com",
"sun",
"infante",
"egreen",
"nec"
],
[
"image",
"can",
"motif",
"jpeg",
"software",
"version",
"or",
"contrib",
"for",
"pc"
],
[
"are",
"no",
"as",
"hypothesis",
"theism",
"not",
"is",
"that",
"evidence",
"one"
],
[
"riding",
"bnr",
"bmw",
"bike",
"car",
"dod",
"front",
"ride",
"motorcycle",
"oil"
],
[
"your",
"do",
"you",
"gainey",
"bob",
"me",
"clutch",
"don",
"if",
"roger"
],
[
"were",
"was",
"my",
"they",
"out",
"me",
"had",
"apartment",
"sumgait",
"azerbaijani"
]
] | 1,665.157769 | intfloat/e5-large-v2 | 0.864 | 0.00214 | 0.179551 | 0.417212 |
20 Newsgroups Raw | ZeroShotTM | 42 | 10 | [
[
"vms",
"primarily",
"clinical",
"typically",
"planet",
"enter",
"frequently",
"guidelines",
"ripem",
"primary"
],
[
"edu",
"145",
"0t",
"a86",
"ax",
"b8f",
"is",
"pl",
"bxn",
"1t"
],
[
"and",
"of",
"to",
"on",
"the",
"that",
"is",
"in",
"it",
"as"
],
[
"moon",
"banks",
"planet",
"orbit",
"dod",
"lunar",
"shuttle",
"mission",
"radar",
"gordon"
],
[
"mp",
"m6",
"fr",
"mm",
"ad",
"mv",
"mh",
"eg",
"m0",
"mc"
],
[
"cramer",
"sandvik",
"optilink",
"policy",
"kent",
"gay",
"sgi",
"arabs",
"jon",
"palestinian"
],
[
"why",
"don",
"god",
"writes",
"would",
"me",
"just",
"my",
"re",
"think"
],
[
"vehicle",
"probe",
"atmosphere",
"frequently",
"billion",
"planetary",
"postings",
"planet",
"popular",
"clinical"
],
[
"memory",
"dos",
"drive",
"windows",
"pc",
"cpu",
"machines",
"card",
"mouse",
"scsi"
],
[
"game",
"ca",
"91",
"boston",
"vs",
"team",
"hockey",
"games",
"season",
"st"
]
] | 1,470.347404 | intfloat/e5-large-v2 | 0.95 | -0.072502 | 0.182091 | 0.426915 |
20 Newsgroups Raw | ZeroShotTM | 42 | 20 | [
[
"atheist",
"god",
"say",
"believe",
"do",
"not",
"what",
"think",
"why",
"who"
],
[
"sternlight",
"eff",
"stratus",
"netcom",
"sw",
"david",
"secret",
"va",
"online",
"digex"
],
[
"geb",
"kent",
"sandvik",
"newton",
"keith",
"banks",
"gordon",
"activities",
"rutgers",
"catholic"
],
[
"essentially",
"thank",
"differences",
"delivery",
"primarily",
"growing",
"guarantee",
"contrast",
"supporting",
"hidden"
],
[
"that",
"and",
"in",
"as",
"the",
"to",
"of",
"is",
"for",
"it"
],
[
"6ei",
"ax",
"6um",
"b8f",
"0d",
"a86",
"_o",
"g9v",
"145",
"0t"
],
[
"17",
"30",
"00",
"20",
"12",
"25",
"10",
"sale",
"15",
"27"
],
[
"were",
"in",
"was",
"they",
"that",
"people",
"we",
"and",
"the",
"there"
],
[
"team",
"nhl",
"ca",
"season",
"hockey",
"cup",
"espn",
"game",
"teams",
"games"
],
[
"numerous",
"requirement",
"legislation",
"hb",
"primarily",
"deep",
"pk",
"aim",
"repeated",
"examine"
],
[
"key",
"escrow",
"clipper",
"gun",
"government",
"encryption",
"enforcement",
"fbi",
"des",
"guns"
],
[
"or",
"for",
"and",
"is",
"you",
"can",
"edu",
"are",
"to",
"be"
],
[
"decisions",
"prepared",
"leave",
"schools",
"sit",
"curious",
"spot",
"twenty",
"v6",
"breast"
],
[
"db",
"window",
"x11r5",
"lib",
"xterm",
"motif",
"xlib",
"application",
"tu",
"usr"
],
[
"australia",
"iii",
"hi",
"advance",
"parallel",
"thanks",
"directly",
"monitor",
"looking",
"interested"
],
[
"israel",
"israeli",
"gaza",
"arab",
"policy",
"palestinian",
"un",
"arabs",
"peace",
"palestine"
],
[
"get",
"good",
"my",
"car",
"doctor",
"diet",
"patients",
"ve",
"too",
"like"
],
[
"challenge",
"prepared",
"daily",
"popular",
"harm",
"abandoned",
"sleep",
"repeated",
"kinds",
"importance"
],
[
"card",
"ide",
"bus",
"scsi",
"drive",
"board",
"disk",
"drives",
"mb",
"pc"
],
[
"solar",
"moon",
"spacecraft",
"dod",
"launch",
"henry",
"orbit",
"nasa",
"earth",
"mission"
]
] | 1,483.614528 | intfloat/e5-large-v2 | 0.945 | -0.022868 | 0.199597 | 0.425574 |
20 Newsgroups Raw | ZeroShotTM | 42 | 30 | [
[
"writes",
"why",
"moral",
"israel",
"immoral",
"people",
"lebanon",
"lebanese",
"morality",
"palestinians"
],
[
"motif",
"x11r5",
"lib",
"window",
"application",
"xterm",
"widget",
"usr",
"manager",
"event"
],
[
"the",
"you",
"and",
"is",
"or",
"for",
"in",
"on",
"to",
"can"
],
[
"australia",
"au",
"convert",
"anybody",
"thanks",
"thank",
"advance",
"informatik",
"uni",
"looking"
],
[
"cars",
"circuit",
"battery",
"ford",
"engine",
"power",
"dealer",
"voltage",
"car",
"amp"
],
[
"soon",
"univ",
"gordon",
"banks",
"geb",
"kaldis",
"ted",
"virginia",
"pitt",
"liberal"
],
[
"scsi",
"drive",
"windows",
"ide",
"bus",
"isa",
"network",
"disk",
"pc",
"dos"
],
[
"encryption",
"chip",
"clipper",
"key",
"government",
"keys",
"des",
"escrow",
"secure",
"phone"
],
[
"rutgers",
"gay",
"sandvik",
"newton",
"optilink",
"homosexual",
"kent",
"cramer",
"athos",
"wrote"
],
[
"ends",
"maintain",
"conductor",
"primarily",
"reasonably",
"requirement",
"grounding",
"agreement",
"ought",
"precisely"
],
[
"pat",
"express",
"digex",
"online",
"sternlight",
"dseg",
"ti",
"fred",
"larc",
"eff"
],
[
"year",
"team",
"game",
"last",
"ca",
"players",
"better",
"player",
"score",
"baseball"
],
[
"they",
"was",
"it",
"we",
"the",
"but",
"that",
"my",
"he",
"there"
],
[
"the",
"in",
"of",
"and",
"by",
"for",
"as",
"to",
"was",
"hiv"
],
[
"uucp",
"igc",
"bosnian",
"genocide",
"policy",
"gaza",
"israeli",
"serbs",
"jews",
"argic"
],
[
"space",
"shuttle",
"orbit",
"nasa",
"zoo",
"henry",
"jpl",
"gov",
"mission",
"moon"
],
[
"abandoned",
"legislation",
"proved",
"production",
"particularly",
"requirement",
"primarily",
"maintain",
"raise",
"trace"
],
[
"ati",
"boot",
"video",
"cards",
"board",
"centris",
"monitor",
"drivers",
"recently",
"cache"
],
[
"exercise",
"examine",
"requirement",
"legislation",
"aim",
"offered",
"protected",
"ordinary",
"maintain",
"furthermore"
],
[
"msg",
"food",
"doctor",
"candida",
"medicine",
"yeast",
"symptoms",
"disease",
"diet",
"patients"
],
[
"as",
"that",
"but",
"god",
"gods",
"lord",
"not",
"is",
"it",
"scripture"
],
[
"riding",
"dod",
"bike",
"ride",
"bmw",
"oil",
"bnr",
"nec",
"motorcycle",
"dog"
],
[
"st",
"pit",
"11",
"chi",
"det",
"buf",
"bos",
"la",
"55",
"tor"
],
[
"offer",
"sale",
"asking",
"interested",
"forsale",
"offers",
"condition",
"sell",
"brand",
"selling"
],
[
"00",
"art",
"please",
"annual",
"10",
"man",
"50",
"cover",
"shipping",
"20"
],
[
"ax",
"the",
"that",
"to",
"of",
"entry",
"char",
"contest",
"printf",
"is"
],
[
"ax",
"0d",
"_o",
"mp",
"mf",
"cx",
"c_",
"mm",
"mo",
"0g"
],
[
"prepared",
"previously",
"failure",
"primarily",
"maintain",
"expert",
"leaving",
"challenge",
"complicated",
"helping"
],
[
"fire",
"waco",
"koresh",
"fbi",
"gas",
"compound",
"atf",
"survivors",
"ranch",
"burns"
],
[
"prepared",
"gathered",
"aim",
"lose",
"demand",
"wise",
"particularly",
"involving",
"limbaugh",
"execution"
]
] | 1,483.037405 | intfloat/e5-large-v2 | 0.903333 | -0.021924 | 0.178164 | 0.443153 |
20 Newsgroups Raw | ZeroShotTM | 42 | 40 | [
[
"motorcycles",
"bmw",
"bellcore",
"dod",
"motorcycle",
"recall",
"feet",
"removing",
"gauge",
"engr"
],
[
"sw",
"netcom",
"stratus",
"cdt",
"sternlight",
"accuracy",
"qualcomm",
"david",
"eff",
"intercon"
],
[
"god",
"arrogance",
"christians",
"brian",
"believe",
"atheist",
"life",
"kendig",
"religion",
"beliefs"
],
[
"all",
"not",
"lds",
"as",
"would",
"was",
"but",
"who",
"teaches",
"land"
],
[
"escrow",
"secure",
"chip",
"encryption",
"des",
"security",
"keys",
"phone",
"key",
"encrypted"
],
[
"network",
"microsoft",
"challenge",
"run",
"running",
"windows",
"swap",
"dos",
"mouse",
"screen"
],
[
"shipping",
"offer",
"condition",
"sale",
"asking",
"sell",
"offers",
"interested",
"price",
"original"
],
[
"homosexual",
"cramer",
"optilink",
"clayton",
"gay",
"gordon",
"banks",
"pitt",
"male",
"homosexuals"
],
[
"for",
"to",
"you",
"and",
"edu",
"is",
"the",
"or",
"it",
"can"
],
[
"freenet",
"jake",
"department",
"mcgill",
"cleveland",
"israeli",
"opinions",
"ten",
"holocaust",
"adam"
],
[
"ide",
"mhz",
"drives",
"slave",
"drive",
"scsi",
"bus",
"isa",
"master",
"burst"
],
[
"callison",
"oil",
"ford",
"car",
"cars",
"dealer",
"engine",
"miles",
"uoknor",
"bike"
],
[
"describing",
"resulted",
"maintain",
"consistent",
"similarly",
"abandoned",
"allowing",
"bias",
"previously",
"detail"
],
[
"advance",
"thanks",
"looking",
"uni",
"polygon",
"australia",
"domain",
"au",
"convert",
"anybody"
],
[
"fbi",
"fire",
"handheld",
"batf",
"guns",
"gun",
"shooting",
"tanks",
"atf",
"weapons"
],
[
"maintain",
"associate",
"mathew",
"ai",
"surely",
"athens",
"cambridge",
"intelligence",
"mantis",
"eff"
],
[
"it",
"that",
"have",
"you",
"we",
"but",
"to",
"was",
"they",
"there"
],
[
"t7",
"0d",
"b8",
"w7",
"uw",
"mv",
"cx",
"a7",
"_o",
"c_"
],
[
"relating",
"ends",
"intelligence",
"postings",
"express",
"huge",
"intelligent",
"solve",
"considerable",
"familiar"
],
[
"you",
"this",
"not",
"that",
"theism",
"as",
"is",
"are",
"it",
"ripem"
],
[
"kent",
"heaven",
"mary",
"newton",
"cheers",
"rutgers",
"church",
"activities",
"wrote",
"sandvik"
],
[
"legislation",
"ought",
"solve",
"regarding",
"exercise",
"prepared",
"differences",
"aside",
"referred",
"complaints"
],
[
"the",
"of",
"wiring",
"was",
"as",
"and",
"in",
"to",
"that",
"wire"
],
[
"promise",
"regarding",
"manner",
"supporting",
"lesser",
"ministers",
"bringing",
"licenses",
"portion",
"abandoned"
],
[
"looking",
"thank",
"appreciated",
"anybody",
"australia",
"thanks",
"advance",
"shareware",
"appreciate",
"hello"
],
[
"better",
"last",
"team",
"he",
"his",
"year",
"runs",
"good",
"game",
"player"
],
[
"hydro",
"motorcycle",
"riding",
"ride",
"bike",
"east",
"bnr",
"nec",
"dod",
"shaft"
],
[
"board",
"bus",
"apple",
"monitor",
"video",
"simms",
"gateway",
"lc",
"motherboard",
"boot"
],
[
"11",
"10",
"25",
"00",
"20",
"12",
"15",
"75",
"18",
"30"
],
[
"and",
"of",
"in",
"for",
"by",
"to",
"the",
"be",
"cancer",
"hiv"
],
[
"space",
"gov",
"orbit",
"shuttle",
"nasa",
"mission",
"jpl",
"hst",
"henry",
"moon"
],
[
"training",
"subsequent",
"impression",
"meetings",
"maine",
"college",
"promise",
"popular",
"purposes",
"expert"
],
[
"world",
"genocide",
"armenia",
"uucp",
"argic",
"serdar",
"zuma",
"passes",
"sera",
"turks"
],
[
"max",
"ax",
"as",
"g9v",
"b8f",
"of",
"to",
"a86",
"the",
"1d9"
],
[
"hockey",
"cup",
"nhl",
"buffalo",
"game",
"devils",
"ahl",
"espn",
"round",
"wings"
],
[
"window",
"xterm",
"x11r5",
"lib",
"usr",
"null",
"inf",
"de",
"dresden",
"xdm"
],
[
"interested",
"thank",
"scope",
"linear",
"wanted",
"led",
"specs",
"harris",
"account",
"tapes"
],
[
"usc",
"ksu",
"wanted",
"asking",
"offer",
"originally",
"indication",
"respond",
"excellent",
"falling"
],
[
"fan",
"baseball",
"spot",
"hall",
"roger",
"duke",
"gerald",
"lose",
"ball",
"beat"
],
[
"doctor",
"doctors",
"food",
"vitamin",
"yeast",
"symptoms",
"msg",
"candida",
"foods",
"treatment"
]
] | 1,493.968667 | intfloat/e5-large-v2 | 0.8775 | -0.040978 | 0.164796 | 0.386795 |
20 Newsgroups Raw | ZeroShotTM | 42 | 50 | [
[
"ax",
"of",
"and",
"to",
"in",
"the",
"that",
"it",
"you",
"they"
],
[
"gordon",
"banks",
"geb",
"surrender",
"shameful",
"soon",
"intellect",
"skepticism",
"dsl",
"chastity"
],
[
"hard",
"scsi",
"dos",
"network",
"drive",
"windows",
"disk",
"drives",
"card",
"pc"
],
[
"bmw",
"dod",
"motorcycle",
"ride",
"cars",
"front",
"ama",
"bikes",
"bnr",
"oil"
],
[
"vitamin",
"she",
"my",
"car",
"doctor",
"fat",
"diet",
"symptoms",
"patients",
"pain"
],
[
"apart",
"helping",
"ordinary",
"bury",
"raise",
"bringing",
"enemies",
"positive",
"daily",
"vast"
],
[
"not",
"you",
"guerillas",
"bombing",
"lebanese",
"lebanon",
"henrik",
"jew",
"kuwait",
"do"
],
[
"10",
"20",
"cover",
"00",
"50",
"40",
"75",
"man",
"art",
"annual"
],
[
"board",
"centris",
"apple",
"voltage",
"circuit",
"duo",
"supply",
"internal",
"lc",
"audio"
],
[
"thanks",
"advance",
"driver",
"anybody",
"colors",
"appreciated",
"convert",
"australia",
"drivers",
"viewer"
],
[
"ranch",
"koresh",
"atf",
"fire",
"survivors",
"burns",
"reno",
"waco",
"fbi",
"compound"
],
[
"uunet",
"gay",
"male",
"homosexuals",
"homosexual",
"optilink",
"cramer",
"clayton",
"sgi",
"keith"
],
[
"proved",
"prepared",
"examine",
"audience",
"throughout",
"maintain",
"everywhere",
"aside",
"exposed",
"destroy"
],
[
"christian",
"heaven",
"catholic",
"mary",
"athos",
"sin",
"rutgers",
"christians",
"sandvik",
"christianity"
],
[
"skipjack",
"secure",
"key",
"chip",
"keys",
"des",
"ripem",
"encryption",
"encrypted",
"block"
],
[
"valley",
"bother",
"appeared",
"alleg",
"daily",
"progress",
"maine",
"maintain",
"mental",
"examine"
],
[
"accurate",
"mistakes",
"publication",
"cited",
"safely",
"fellow",
"frequently",
"furthermore",
"consistent",
"tesla"
],
[
"espn",
"roger",
"game",
"ca",
"alchemy",
"teams",
"baseball",
"chem",
"gerald",
"fans"
],
[
"eff",
"stratus",
"netcom",
"david",
"sw",
"taken",
"accuracy",
"sternlight",
"cdt",
"strnlght"
],
[
"sell",
"condition",
"interested",
"forsale",
"excellent",
"stereo",
"offer",
"asking",
"sale",
"brand"
],
[
"thanks",
"helping",
"thank",
"seeking",
"pl9",
"portion",
"unable",
"uu",
"appreciate",
"classes"
],
[
"than",
"more",
"hitting",
"clutch",
"would",
"sabo",
"lopez",
"good",
"aix",
"mss"
],
[
"uk",
"ac",
"de",
"looking",
"directory",
"australia",
"shareware",
"drawing",
"draw",
"motif"
],
[
"cars",
"oil",
"lights",
"dealer",
"car",
"lock",
"battery",
"off",
"engine",
"saturn"
],
[
"beat",
"record",
"dare",
"traded",
"gld",
"cmu",
"baseball",
"gatech",
"prism",
"lose"
],
[
"hospital",
"repeated",
"placed",
"hearing",
"hewlett",
"engineer",
"mouth",
"packard",
"cactus",
"amateur"
],
[
"of",
"for",
"and",
"is",
"to",
"in",
"the",
"edu",
"as",
"on"
],
[
"say",
"universe",
"exist",
"objective",
"existence",
"atheist",
"believe",
"morality",
"god",
"atheism"
],
[
"s6",
"145",
"ax",
"0d",
"c_",
"a86",
"_o",
"cx",
"w7",
"ck"
],
[
"window",
"x11r5",
"manager",
"xterm",
"openwindows",
"application",
"widget",
"motif",
"running",
"create"
],
[
"sale",
"interested",
"offer",
"asking",
"manuals",
"condition",
"offers",
"shipping",
"items",
"selling"
],
[
"nsa",
"clipper",
"phone",
"encryption",
"escrow",
"algorithm",
"keys",
"digex",
"netcom",
"classified"
],
[
"to",
"the",
"is",
"you",
"of",
"that",
"this",
"be",
"not",
"if"
],
[
"shooting",
"gun",
"guns",
"semi",
"cops",
"kratz",
"veal",
"uic",
"batf",
"andy"
],
[
"bony1",
"adam",
"israeli",
"israel",
"jake",
"bony",
"jews",
"virginia",
"department",
"arab"
],
[
"anyone",
"thanks",
"advance",
"connect",
"content",
"hal",
"appreciated",
"plain",
"recommendations",
"suitable"
],
[
"12",
"det",
"04",
"11",
"pts",
"pit",
"tor",
"bos",
"chi",
"03"
],
[
"defenseman",
"nhl",
"flyers",
"game",
"team",
"season",
"acquired",
"goals",
"penalties",
"he"
],
[
"spacecraft",
"earth",
"space",
"nasa",
"satellite",
"mars",
"km",
"degrees",
"jpl",
"planet"
],
[
"east",
"riding",
"nec",
"dod",
"bike",
"ride",
"motorcycle",
"bnr",
"ama",
"bikes"
],
[
"drivers",
"board",
"bus",
"ati",
"gateway",
"ultra",
"boot",
"quadra",
"card",
"ram"
],
[
"db",
"mp",
"mj",
"mu",
"m4",
"mn",
"m5",
"m9",
"m3",
"0d"
],
[
"the",
"of",
"in",
"to",
"that",
"is",
"it",
"and",
"as",
"not"
],
[
"their",
"greek",
"were",
"greece",
"empire",
"turks",
"ottoman",
"turkish",
"istanbul",
"greeks"
],
[
"address",
"elements",
"fax",
"complete",
"bbs",
"ready",
"interested",
"sets",
"communication",
"institute"
],
[
"gov",
"alaska",
"spencer",
"henry",
"digex",
"zoo",
"toronto",
"zoology",
"nasa",
"moon"
],
[
"scripture",
"who",
"wicked",
"christ",
"marriage",
"jesus",
"sins",
"his",
"god",
"not"
],
[
"on",
"and",
"to",
"of",
"was",
"they",
"in",
"the",
"that",
"we"
],
[
"quack",
"candida",
"yeast",
"vitamin",
"patients",
"okstate",
"nutrition",
"treatment",
"medicine",
"symptoms"
],
[
"zuma",
"soviet",
"davidian",
"serdar",
"urartu",
"longer",
"sdpa",
"dbd",
"argic",
"regional"
]
] | 1,514.583968 | intfloat/e5-large-v2 | 0.854 | 0.003276 | 0.170018 | 0.425559 |
StackExchange | BERTopic | 42 | 10 | [
[
"color",
"variety",
"public",
"tile",
"enum",
"inspector",
"lerp",
"editorguilayout",
"it",
"the"
],
[
"is",
"difference",
"the",
"what",
"and",
"between",
"or",
"are",
"in",
"of"
],
[
"to",
"the",
"game",
"for",
"is",
"of",
"and",
"in",
"that",
"it"
],
[
"pygame",
"install",
"unreal",
"python",
"version",
"and",
"to",
"udk",
"engine",
"the"
],
[
"the",
"in",
"it",
"to",
"is",
"of",
"and",
"this",
"that",
"if"
],
[
"tables",
"games",
"they",
"do",
"kind",
"like",
"warcraft",
"path",
"pathfinding",
"or"
],
[
"mapping",
"xna",
"texture",
"file",
"uv",
"blender",
"map",
"maps",
"or",
"faces"
],
[
"delay",
"the",
"input",
"is",
"acceptable",
"perceive",
"person",
"for",
"instantaneous",
"as"
],
[
"cocos2d",
"how",
"ccsprite",
"menu",
"card",
"cclayer",
"to",
"in",
"flip",
"with"
],
[
"the",
"cubes",
"to",
"cases",
"algorithm",
"lengyel",
"cube",
"marching",
"tables",
"vertices"
]
] | 167.222287 | intfloat/e5-large-v2 | 0.72 | 0.001791 | 0.187465 | 0.291473 |
StackExchange | BERTopic | 42 | 20 | [
[
"audio",
"sound",
"sounds",
"play",
"music",
"the",
"to",
"and",
"audiosource",
"is"
],
[
"the",
"is",
"to",
"of",
"in",
"it",
"this",
"and",
"that",
"for"
],
[
"what",
"engine",
"is",
"and",
"difference",
"are",
"between",
"shaders",
"the",
"or"
],
[
"game",
"to",
"the",
"in",
"and",
"that",
"it",
"for",
"is",
"of"
],
[
"to",
"is",
"public",
"if",
"the",
"this",
"and",
"in",
"it",
"gt"
],
[
"and",
"to",
"legal",
"game",
"of",
"copyright",
"it",
"use",
"name",
"the"
],
[
"pygame",
"install",
"version",
"pip",
"interpreter",
"python",
"ogre",
"none",
"error",
"torch"
],
[
"it",
"the",
"opengl",
"to",
"and",
"is",
"that",
"for",
"on",
"in"
],
[
"game",
"for",
"and",
"the",
"to",
"of",
"is",
"that",
"in",
"be"
],
[
"variety",
"public",
"inspector",
"editorguilayout",
"enum",
"tile",
"refactor",
"how",
"available",
"typeof"
],
[
"update",
"color",
"lerp",
"method",
"fade",
"time",
"spotlights",
"within",
"ui",
"it"
],
[
"warcraft",
"pathfinding",
"they",
"path",
"games",
"do",
"tables",
"kind",
"mem",
"rts"
],
[
"integration",
"rk4",
"integrators",
"integrator",
"euler",
"verlet",
"dk",
"runge",
"kutta",
"improved"
],
[
"blender",
"xna",
"maps",
"file",
"uv",
"texture",
"map",
"faces",
"or",
"mapping"
],
[
"hierarchies",
"transform",
"hierarchy",
"objects",
"matrices",
"matrix",
"parent",
"efficient",
"dynamic",
"of"
],
[
"perceive",
"delay",
"acceptable",
"person",
"instantaneous",
"events",
"input",
"as",
"is",
"for"
],
[
"cclayer",
"how",
"ccsprite",
"cocos2d",
"menu",
"card",
"to",
"flip",
"with",
"in"
],
[
"smooth",
"animations",
"cut",
"rope",
"animation",
"they",
"starve",
"plants",
"how",
"really"
],
[
"development",
"ue4",
"and",
"unreal",
"different",
"launcher",
"udk",
"engine",
"kit",
"install"
],
[
"cases",
"cubes",
"cube",
"algorithm",
"marching",
"the",
"lengyel",
"tables",
"paper",
"grouping"
]
] | 167.596915 | intfloat/e5-large-v2 | 0.69 | 0.008008 | 0.177594 | 0.29479 |
StackExchange | BERTopic | 42 | 30 | [
[
"the",
"android",
"file",
"unity",
"to",
"in",
"gt",
"string",
"project",
"it"
],
[
"of",
"that",
"to",
"the",
"is",
"opengl",
"and",
"for",
"it",
"directx"
],
[
"in",
"of",
"it",
"this",
"the",
"and",
"is",
"that",
"to",
"for"
],
[
"in",
"server",
"that",
"is",
"and",
"the",
"of",
"to",
"for",
"game"
],
[
"tile",
"tiles",
"map",
"int",
"to",
"sprite",
"tilemap",
"spritesheet",
"sheet",
"the"
],
[
"and",
"in",
"is",
"to",
"it",
"but",
"blender",
"the",
"unity",
"with"
],
[
"x86_64",
"include",
"lib",
"error",
"window",
"mingw32",
"w64",
"opengl",
"the",
"null"
],
[
"play",
"sound",
"to",
"audiosource",
"music",
"audio",
"sounds",
"the",
"playing",
"is"
],
[
"this",
"gt",
"void",
"the",
"to",
"if",
"position",
"transform",
"public",
"is"
],
[
"device",
"controller",
"devices",
"wheel",
"usb",
"vibration",
"feedback",
"gamepad",
"windows",
"rawinput"
],
[
"to",
"game",
"games",
"or",
"and",
"that",
"for",
"development",
"of",
"engine"
],
[
"what",
"difference",
"between",
"or",
"is",
"are",
"engine",
"shaders",
"and",
"the"
],
[
"the",
"is",
"in",
"of",
"and",
"to",
"game",
"it",
"for",
"that"
],
[
"int",
"board",
"move",
"treenode",
"computer",
"return",
"depth",
"if",
"minimax",
"minmax"
],
[
"to",
"the",
"string",
"font",
"text",
"spritebatch",
"fonts",
"draw",
"is",
"this"
],
[
"acceptable",
"instantaneous",
"person",
"delay",
"input",
"perceive",
"is",
"events",
"lag",
"as"
],
[
"flip",
"cocos2d",
"cclayer",
"ccsprite",
"to",
"card",
"how",
"menu",
"menus",
"make"
],
[
"smooth",
"starve",
"animation",
"animations",
"rope",
"they",
"cut",
"plants",
"how",
"really"
],
[
"engine",
"unreal",
"udk",
"ue4",
"launcher",
"development",
"kit",
"and",
"different",
"install"
],
[
"cube",
"marching",
"cubes",
"cases",
"lengyel",
"paper",
"tables",
"algorithm",
"grouping",
"the"
],
[
"enum",
"inspector",
"tile",
"variety",
"public",
"editorguilayout",
"typeof",
"refactor",
"available",
"toggle"
],
[
"spotlights",
"method",
"color",
"lerp",
"update",
"fade",
"within",
"ui",
"time",
"sloppy"
],
[
"game",
"to",
"in",
"for",
"it",
"and",
"the",
"unity",
"that",
"is"
],
[
"path",
"warcraft",
"pathfinding",
"do",
"they",
"games",
"tables",
"kind",
"mem",
"rts"
],
[
"it",
"use",
"legal",
"to",
"and",
"name",
"game",
"copyright",
"of",
"names"
],
[
"improved",
"euler",
"verlet",
"rk4",
"integration",
"kutta",
"integrator",
"integrators",
"runge",
"dk"
],
[
"oculus",
"unity",
"old",
"rift",
"unity5",
"with",
"latest",
"to",
"hybrid",
"runtime"
],
[
"blender",
"maps",
"xna",
"file",
"texture",
"faces",
"mapping",
"uv",
"map",
"replaceable"
],
[
"interpreter",
"install",
"none",
"pip",
"pygame",
"ogre",
"python",
"version",
"error",
"torch"
],
[
"objects",
"transform",
"hierarchies",
"hierarchy",
"matrices",
"matrix",
"parent",
"dynamic",
"efficient",
"tree"
]
] | 165.439091 | intfloat/e5-large-v2 | 0.656667 | 0.011437 | 0.164182 | 0.293949 |
StackExchange | BERTopic | 42 | 40 | [
[
"server",
"game",
"the",
"to",
"client",
"of",
"and",
"for",
"is",
"be"
],
[
"development",
"game",
"for",
"to",
"engine",
"games",
"and",
"that",
"of",
"3d"
],
[
"string",
"unity",
"the",
"file",
"gt",
"to",
"quot",
"in",
"android",
"lt"
],
[
"transform",
"if",
"public",
"the",
"void",
"gt",
"this",
"lt",
"new",
"position"
],
[
"game",
"to",
"unity",
"and",
"for",
"in",
"it",
"the",
"files",
"file"
],
[
"the",
"unity",
"to",
"in",
"scene",
"button",
"it",
"canvas",
"is",
"how"
],
[
"opengl",
"x86_64",
"include",
"error",
"mingw",
"mingw32",
"w64",
"lib",
"window",
"null"
],
[
"music",
"playing",
"sound",
"play",
"audiosource",
"the",
"audio",
"sounds",
"to",
"song"
],
[
"directx",
"opengl",
"for",
"to",
"and",
"it",
"the",
"that",
"is",
"of"
],
[
"game",
"xbox",
"games",
"windows",
"to",
"for",
"it",
"flash",
"that",
"on"
],
[
"the",
"is",
"of",
"to",
"and",
"in",
"how",
"that",
"it",
"this"
],
[
"difference",
"what",
"engine",
"shaders",
"is",
"between",
"and",
"the",
"or",
"are"
],
[
"of",
"to",
"game",
"is",
"and",
"in",
"the",
"for",
"screen",
"it"
],
[
"computer",
"minimax",
"int",
"depth",
"board",
"return",
"move",
"treenode",
"minmax",
"if"
],
[
"com",
"gdx",
"org",
"java",
"android",
"natives",
"libgdx",
"badlogicgames",
"nifty",
"at"
],
[
"and",
"0f",
"is",
"in",
"texture",
"to",
"shader",
"the",
"matrix",
"of"
],
[
"generate",
"noise",
"perlin",
"terrain",
"to",
"freq",
"the",
"float",
"height",
"int"
],
[
"and",
"of",
"game",
"the",
"entity",
"to",
"that",
"component",
"in",
"class"
],
[
"the",
"position",
"rpc",
"network",
"client",
"player",
"server",
"gameobject",
"spawn",
"clients"
],
[
"wheel",
"controller",
"devices",
"usb",
"device",
"vibration",
"gamepad",
"feedback",
"windows",
"rawinput"
],
[
"tile",
"enum",
"variety",
"public",
"editorguilayout",
"inspector",
"refactor",
"typeof",
"available",
"toggle"
],
[
"spotlights",
"method",
"color",
"lerp",
"fade",
"update",
"sloppy",
"within",
"time",
"ui"
],
[
"sprite",
"sheet",
"spritesheet",
"sprites",
"and",
"tile",
"to",
"of",
"how",
"tiles"
],
[
"games",
"pathfinding",
"they",
"path",
"tables",
"do",
"mem",
"warcraft",
"kind",
"rts"
],
[
"legal",
"game",
"name",
"copyright",
"use",
"to",
"it",
"names",
"and",
"of"
],
[
"kutta",
"euler",
"verlet",
"integrators",
"integrator",
"rk4",
"improved",
"integration",
"runge",
"dk"
],
[
"unity5",
"latest",
"unity",
"oculus",
"old",
"rift",
"with",
"hybrid",
"runtime",
"projects"
],
[
"blender",
"xna",
"uv",
"file",
"maps",
"texture",
"mapping",
"map",
"faces",
"replaceable"
],
[
"python",
"install",
"interpreter",
"pip",
"version",
"ogre",
"pygame",
"none",
"torch",
"error"
],
[
"hierarchy",
"hierarchies",
"transform",
"objects",
"parent",
"efficient",
"matrices",
"matrix",
"dynamic",
"transforming"
],
[
"font",
"text",
"spritebatch",
"to",
"string",
"fonts",
"the",
"draw",
"glyph",
"is"
],
[
"events",
"instantaneous",
"lag",
"person",
"perceive",
"delay",
"is",
"input",
"acceptable",
"as"
],
[
"in",
"model",
"unity",
"blender",
"animation",
"and",
"it",
"to",
"the",
"is"
],
[
"cclayer",
"card",
"flip",
"menus",
"menu",
"cocos2d",
"how",
"ccsprite",
"to",
"ccnode"
],
[
"alone",
"successor",
"there",
"tool",
"shader",
"multiplatform",
"shaders",
"monkey",
"glsl",
"editing"
],
[
"cut",
"starve",
"smooth",
"rope",
"animation",
"animations",
"they",
"plants",
"zombies",
"really"
],
[
"racing",
"road",
"car",
"track",
"to",
"the",
"vehicle",
"of",
"cars",
"traffic"
],
[
"engine",
"udk",
"launcher",
"unreal",
"ue4",
"development",
"different",
"kit",
"install",
"installed"
],
[
"tiles",
"int",
"public",
"new",
"array",
"map",
"tile",
"tilesize",
"tilemap",
"lt"
],
[
"cubes",
"grouping",
"paper",
"cases",
"tables",
"lengyel",
"vertices",
"algorithm",
"marching",
"cube"
]
] | 166.293776 | intfloat/e5-large-v2 | 0.655 | 0.02257 | 0.156919 | 0.297439 |
StackExchange | BERTopic | 42 | 50 | [
[
"volume",
"the",
"song",
"sound",
"sounds",
"music",
"play",
"audiosource",
"playing",
"audio"
],
[
"0f",
"is",
"texture",
"matrix",
"shader",
"the",
"to",
"vertex",
"in",
"and"
],
[
"scene",
"canvas",
"unity",
"button",
"the",
"to",
"mouse",
"in",
"is",
"how"
],
[
"on",
"size",
"the",
"resolution",
"screen",
"to",
"aspect",
"game",
"scale",
"of"
],
[
"file",
"project",
"gt",
"android",
"unity",
"the",
"error",
"in",
"quot",
"to"
],
[
"of",
"is",
"and",
"the",
"to",
"in",
"it",
"that",
"this",
"how"
],
[
"mingw",
"lib",
"w64",
"error",
"window",
"mingw32",
"x86_64",
"opengl",
"include",
"null"
],
[
"self",
"lt",
"if",
"the",
"public",
"transform",
"position",
"void",
"gt",
"gameobject"
],
[
"directx",
"and",
"to",
"opengl",
"for",
"of",
"that",
"is",
"it",
"the"
],
[
"app",
"facebook",
"play",
"ad",
"admob",
"ads",
"google",
"to",
"game",
"unity"
],
[
"camera",
"unity",
"video",
"in",
"to",
"vuforia",
"record",
"ar",
"vr",
"the"
],
[
"gdx",
"override",
"public",
"new",
"void",
"int",
"body",
"stage",
"the",
"private"
],
[
"and",
"engine",
"for",
"development",
"game",
"games",
"to",
"3d",
"or",
"that"
],
[
"return",
"move",
"depth",
"treenode",
"int",
"board",
"computer",
"minmax",
"minimax",
"self"
],
[
"android",
"natives",
"com",
"java",
"nifty",
"gdx",
"org",
"libgdx",
"badlogicgames",
"at"
],
[
"unity",
"blender",
"the",
"to",
"animation",
"it",
"and",
"model",
"is",
"in"
],
[
"noise",
"perlin",
"float",
"terrain",
"generate",
"freq",
"height",
"int",
"to",
"simplex"
],
[
"game",
"of",
"and",
"entity",
"to",
"the",
"component",
"class",
"that",
"in"
],
[
"client",
"player",
"server",
"rpc",
"position",
"network",
"the",
"spawn",
"clients",
"gameobject"
],
[
"game",
"of",
"level",
"the",
"to",
"for",
"and",
"that",
"be",
"games"
],
[
"public",
"string",
"file",
"binaryformatter",
"data",
"system",
"text",
"bf",
"json",
"serializable"
],
[
"files",
"file",
"game",
"and",
"unity",
"data",
"to",
"for",
"it",
"in"
],
[
"and",
"the",
"like",
"effect",
"can",
"of",
"how",
"to",
"in",
"that"
],
[
"what",
"difference",
"between",
"engine",
"is",
"precision",
"shaders",
"and",
"or",
"are"
],
[
"of",
"names",
"use",
"legal",
"it",
"name",
"copyright",
"game",
"and",
"to"
],
[
"integration",
"euler",
"verlet",
"rk4",
"integrators",
"integrator",
"kutta",
"runge",
"improved",
"dk"
],
[
"rift",
"old",
"unity5",
"unity",
"oculus",
"latest",
"hybrid",
"with",
"runtime",
"projects"
],
[
"blender",
"xna",
"uv",
"file",
"maps",
"texture",
"faces",
"mapping",
"map",
"replaceable"
],
[
"none",
"ogre",
"python",
"pip",
"version",
"install",
"interpreter",
"pygame",
"error",
"torch"
],
[
"objects",
"matrices",
"transform",
"hierarchy",
"hierarchies",
"parent",
"matrix",
"efficient",
"dynamic",
"transforming"
],
[
"string",
"spritebatch",
"glyph",
"fonts",
"font",
"text",
"draw",
"the",
"to",
"drawstring"
],
[
"acceptable",
"delay",
"events",
"lag",
"perceive",
"person",
"is",
"instantaneous",
"input",
"as"
],
[
"games",
"xna",
"game",
"ps3",
"360",
"for",
"windows",
"xbox",
"to",
"platform"
],
[
"menus",
"cclayer",
"flip",
"ccnode",
"ccsprite",
"cocos2d",
"menu",
"how",
"make",
"card"
],
[
"shaders",
"shader",
"multiplatform",
"glsl",
"tool",
"monkey",
"editing",
"successor",
"there",
"alone"
],
[
"cut",
"rope",
"smooth",
"animation",
"animations",
"starve",
"they",
"plants",
"zombies",
"really"
],
[
"racing",
"track",
"car",
"road",
"cars",
"to",
"vehicle",
"traffic",
"of",
"the"
],
[
"development",
"engine",
"different",
"kit",
"launcher",
"ue4",
"udk",
"unreal",
"install",
"installed"
],
[
"int",
"tiles",
"tile",
"public",
"map",
"tilesize",
"tilemap",
"array",
"tileheight",
"assets"
],
[
"cube",
"grouping",
"paper",
"lengyel",
"tables",
"cases",
"marching",
"cubes",
"algorithm",
"dual"
],
[
"usb",
"feedback",
"windows",
"wheel",
"controller",
"rawinput",
"gamepad",
"devices",
"vibration",
"device"
],
[
"applet",
"java",
"browser",
"javascript",
"applets",
"flash",
"games",
"based",
"in",
"vs"
],
[
"tile",
"variety",
"enum",
"available",
"editorguilayout",
"refactor",
"public",
"inspector",
"typeof",
"toggle"
],
[
"spotlights",
"method",
"fade",
"lerp",
"color",
"sloppy",
"update",
"ui",
"within",
"time"
],
[
"client",
"server",
"game",
"multiplayer",
"the",
"to",
"players",
"is",
"and",
"for"
],
[
"of",
"tile",
"sheet",
"spritesheet",
"to",
"tiles",
"sprite",
"sprites",
"and",
"how"
],
[
"of",
"in",
"the",
"is",
"for",
"and",
"to",
"game",
"it",
"or"
],
[
"tables",
"pathfinding",
"warcraft",
"path",
"games",
"they",
"do",
"mem",
"kind",
"rts"
],
[
"progress",
"stat",
"consequences",
"steam",
"achievement",
"achievements",
"api",
"steamworks",
"live",
"unlocked"
],
[
"iphone",
"game",
"games",
"android",
"mac",
"flash",
"to",
"ios",
"on",
"windows"
]
] | 166.343102 | intfloat/e5-large-v2 | 0.654 | 0.041054 | 0.154316 | 0.307344 |
StackExchange | NMF | 42 | 10 | [
[
"to",
"of",
"and",
"the",
"on",
"is",
"at",
"with",
"from",
"when"
],
[
"it",
"that",
"in",
"is",
"my",
"but",
"when",
"so",
"not",
"if"
],
[
"int",
"void",
"new",
"public",
"class",
"private",
"using",
"float",
"quot",
"gameobject"
],
[
"int",
"amp",
"gt",
"lt",
"if",
"for",
"std",
"return",
"and",
"code"
],
[
"to",
"how",
"be",
"want",
"it",
"have",
"do",
"but",
"that",
"use"
],
[
"my",
"function",
"is",
"this",
"new",
"size",
"var",
"height",
"like",
"width"
],
[
"collision",
"else",
"if",
"self",
"false",
"player",
"amp",
"true",
"position",
"right"
],
[
"are",
"the",
"in",
"be",
"would",
"an",
"that",
"of",
"for",
"is"
],
[
"float",
"position",
"0f",
"transform",
"vector3",
"camera",
"rotation",
"matrix",
"and",
"vec3"
],
[
"for",
"and",
"game",
"on",
"it",
"or",
"have",
"my",
"with",
"that"
]
] | 47.661992 | intfloat/e5-large-v2 | 0.68 | 0.049734 | 0.222748 | 0.294543 |
StackExchange | NMF | 42 | 20 | [
[
"from",
"on",
"when",
"the",
"to",
"and",
"that",
"at",
"same",
"with"
],
[
"in",
"unity",
"how",
"can",
"shader",
"are",
"not",
"an",
"as",
"model"
],
[
"system",
"new",
"private",
"void",
"gameobject",
"using",
"float",
"public",
"class",
"update"
],
[
"getcomponent",
"amp",
"lt",
"gt",
"list",
"std",
"android",
"name",
"void",
"return"
],
[
"to",
"how",
"want",
"do",
"have",
"be",
"need",
"use",
"way",
"from"
],
[
"canvas",
"math",
"var",
"function",
"this",
"code",
"size",
"body",
"like",
"draw"
],
[
"velocity",
"input",
"if",
"collision",
"else",
"return",
"amp",
"false",
"true",
"right"
],
[
"as",
"an",
"of",
"each",
"are",
"the",
"be",
"one",
"all",
"would"
],
[
"matrix",
"0f",
"shader",
"float",
"vec3",
"glm",
"gl",
"vec4",
"vertex",
"camera"
],
[
"and",
"for",
"all",
"are",
"with",
"have",
"then",
"some",
"or",
"them"
],
[
"pg",
"false",
"if",
"image",
"sprite",
"def",
"rect",
"self",
"pygame",
"class"
],
[
"transform",
"position",
"vector3",
"rotation",
"float",
"camera",
"object",
"gameobject",
"new",
"input"
],
[
"it",
"but",
"just",
"not",
"so",
"when",
"you",
"as",
"with",
"does"
],
[
"which",
"not",
"is",
"what",
"way",
"problem",
"that",
"here",
"there",
"to"
],
[
"server",
"or",
"the",
"in",
"for",
"game",
"games",
"time",
"be",
"on"
],
[
"lt",
"debug",
"text",
"color",
"quot",
"log",
"input",
"file",
"android",
"using"
],
[
"tile",
"when",
"move",
"in",
"collision",
"is",
"the",
"player",
"enemy",
"players"
],
[
"height",
"for",
"width",
"float",
"texture",
"color",
"tile",
"lt",
"new",
"int"
],
[
"that",
"would",
"but",
"can",
"be",
"with",
"have",
"for",
"or",
"you"
],
[
"have",
"on",
"but",
"can",
"texture",
"using",
"with",
"my",
"am",
"so"
]
] | 86.942091 | intfloat/e5-large-v2 | 0.635 | 0.061237 | 0.198923 | 0.278539 |
StackExchange | NMF | 42 | 30 | [
[
"at",
"to",
"the",
"as",
"from",
"when",
"same",
"by",
"problem",
"then"
],
[
"in",
"unity",
"are",
"all",
"scene",
"an",
"model",
"not",
"file",
"space"
],
[
"void",
"public",
"class",
"private",
"gameobject",
"system",
"using",
"update",
"unityengine",
"collections"
],
[
"gt",
"glm",
"code",
"void",
"push_back",
"data",
"user",
"entity",
"null",
"id"
],
[
"use",
"want",
"need",
"to",
"way",
"do",
"from",
"am",
"trying",
"make"
],
[
"like",
"this",
"function",
"size",
"math",
"canvas",
"code",
"ctx",
"var",
"body"
],
[
"else",
"left",
"if",
"velocity",
"true",
"false",
"input",
"return",
"collision",
"right"
],
[
"have",
"with",
"texture",
"but",
"render",
"vertex",
"as",
"using",
"shader",
"opengl"
],
[
"are",
"one",
"the",
"each",
"of",
"an",
"number",
"all",
"at",
"list"
],
[
"all",
"between",
"and",
"some",
"them",
"are",
"have",
"then",
"up",
"both"
],
[
"rect",
"pygame",
"def",
"self",
"image",
"sprite",
"pg",
"false",
"screen",
"class"
],
[
"rotation",
"transform",
"vector3",
"position",
"gameobject",
"time",
"target",
"object",
"input",
"quaternion"
],
[
"as",
"just",
"when",
"so",
"does",
"doesn",
"not",
"it",
"like",
"but"
],
[
"not",
"there",
"is",
"what",
"which",
"here",
"problem",
"when",
"way",
"am"
],
[
"time",
"server",
"engine",
"games",
"with",
"or",
"game",
"the",
"state",
"players"
],
[
"quot",
"color",
"debug",
"text",
"log",
"file",
"input",
"when",
"android",
"using"
],
[
"collision",
"player",
"when",
"with",
"enemy",
"players",
"the",
"is",
"tile",
"move"
],
[
"use",
"each",
"for",
"example",
"but",
"or",
"are",
"looking",
"there",
"what"
],
[
"are",
"the",
"can",
"that",
"have",
"so",
"an",
"but",
"there",
"was"
],
[
"new",
"color",
"texture",
"gdx",
"draw",
"vector2",
"sprite",
"rectangle",
"spritebatch",
"width"
],
[
"code",
"when",
"am",
"as",
"so",
"but",
"my",
"have",
"here",
"from"
],
[
"vertices",
"glm",
"matrix",
"0f",
"vertex",
"5f",
"gl",
"opengl",
"draw",
"void"
],
[
"list",
"lt",
"var",
"cout",
"getcomponent",
"endl",
"gameobject",
"std",
"android",
"text"
],
[
"based",
"screen",
"but",
"server",
"on",
"working",
"client",
"are",
"any",
"other"
],
[
"vec2",
"shader",
"return",
"void",
"vec4",
"color",
"uniform",
"float",
"vec3",
"vertex"
],
[
"rotate",
"model",
"rotation",
"the",
"up",
"view",
"glm",
"world",
"matrix",
"camera"
],
[
"do",
"how",
"can",
"you",
"but",
"know",
"like",
"want",
"or",
"have"
],
[
"height",
"tile",
"int",
"tiles",
"width",
"return",
"size",
"map",
"public",
"position"
],
[
"or",
"the",
"be",
"would",
"as",
"will",
"to",
"should",
"like",
"have"
],
[
"amp",
"true",
"false",
"collision",
"width",
"const",
"block",
"height",
"return",
"void"
]
] | 119.966853 | intfloat/e5-large-v2 | 0.603333 | 0.065455 | 0.190985 | 0.267871 |