dataset
stringclasses 6
values | model
stringclasses 13
values | seed
int64 42
46
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sequencelengths 1
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float64 0.93
52.3k
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stringclasses 5
values | diversity
float64 0.09
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float64 -0.38
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| wec_ex
float64 0.11
0.49
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Wiki Medical | ZeroShotTM | 42 | 40 | [
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ArXiv ML Papers | ECRTM | 42 | 10 | [
[
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ArXiv ML Papers | ECRTM | 42 | 20 | [
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ArXiv ML Papers | ECRTM | 42 | 30 | [
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],
[
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[
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[
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[
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],
[
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],
[
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],
[
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[
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],
[
"weather",
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],
[
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],
[
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],
[
"quantum",
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"mining",
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],
[
"missing",
"rank",
"anomaly",
"health",
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],
[
"patient",
"covid",
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"cancer",
"19",
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],
[
"style",
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],
[
"label",
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],
[
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[
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],
[
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],
[
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],
[
"frac",
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[
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],
[
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],
[
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],
[
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"membership",
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],
[
"pipelines",
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"coding",
"manipulation",
"wireless",
"counterfactual",
"taxonomy",
"produced"
]
] | 89.008253 | intfloat/e5-large-v2 | 0.93 | -0.14431 | 0.13755 | 0.924733 |
ArXiv ML Papers | ECRTM | 42 | 40 | [
[
"noisy",
"air",
"tests",
"treatment",
"characterize",
"presence",
"profile",
"bias",
"scenario",
"score"
],
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[
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],
[
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],
[
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],
[
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],
[
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],
[
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"camera",
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],
[
"item",
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],
[
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],
[
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[
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[
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[
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],
[
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[
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[
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],
[
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"85",
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],
[
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[
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],
[
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[
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[
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[
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[
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[
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],
[
"adversarial",
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],
[
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],
[
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[
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[
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[
"hardware",
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"convolution",
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"activation",
"scaling",
"initialization"
]
] | 91.179887 | intfloat/e5-large-v2 | 0.9575 | -0.207852 | 0.137806 | 0.928923 |
ArXiv ML Papers | ECRTM | 42 | 50 | [
[
"market",
"records",
"year",
"patient",
"lstm",
"disease",
"health",
"weather",
"patients",
"city"
],
[
"question",
"biases",
"bias",
"material",
"materials",
"classified",
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],
[
"estimator",
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],
[
"probabilistic",
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"mild",
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],
[
"enhancement",
"net",
"video",
"segmentation",
"audio",
"cancer",
"localization",
"convolution",
"extraction",
"18"
],
[
"document",
"candidates",
"causal",
"recovery",
"add",
"distinguishing",
"groups",
"impossible",
"outcomes",
"vary"
],
[
"character",
"speech",
"speaker",
"audio",
"corpus",
"text",
"languages",
"bleu",
"acoustic",
"voice"
],
[
"defense",
"attack",
"perturbation",
"robustness",
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"attacker",
"adversarial",
"attacks",
"vulnerable",
"gan"
],
[
"teacher",
"student",
"distillation",
"transfer",
"meta",
"auxiliary",
"tune",
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"fine"
],
[
"solves",
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"sum",
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],
[
"expand",
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"center",
"re"
],
[
"imbalance",
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"centric",
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[
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"discriminative",
"wireless",
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],
[
"players",
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],
[
"pooling",
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],
[
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[
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],
[
"accelerated",
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],
[
"nodes",
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"graph",
"gnn",
"link",
"neighborhood",
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"walk"
],
[
"tilde",
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"varepsilon",
"arms",
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"bandit",
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],
[
"informed",
"sacrificing",
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"chemical",
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"forward",
"curse"
],
[
"cnn",
"explanations",
"explainable",
"explaining",
"counterfactual",
"explain",
"explanation",
"intelligence",
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],
[
"interventions",
"differentially",
"private",
"user",
"privacy",
"fairness",
"federated",
"social",
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"sensitive"
],
[
"recommender",
"reasoning",
"items",
"recommendation",
"aspect",
"event",
"interactions",
"item",
"forgetting",
"preferences"
],
[
"policy",
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"action",
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"rl",
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"reinforcement",
"agent",
"planning"
],
[
"interpretability",
"differences",
"release",
"affecting",
"granularity",
"involved",
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],
[
"review",
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"addressed",
"surface",
"cognitive",
"computer",
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"scientific"
],
[
"transformers",
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"robot",
"reasoning",
"bert",
"transferring",
"base",
"questions",
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],
[
"quantum",
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],
[
"medicine",
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],
[
"19",
"semantic",
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],
[
"sentiment",
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"gender",
"personal",
"nlp",
"lstm",
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],
[
"normalizing",
"inverse",
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"sufficiently",
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],
[
"power",
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"activations",
"energy",
"spectrum",
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"landscape",
"encodes"
],
[
"attack",
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"bert",
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],
[
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[
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],
[
"unlabeled",
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"augmentation",
"label",
"supervised",
"contrastive",
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"weakly"
],
[
"vanishing",
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"width",
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"neuron",
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],
[
"algebra",
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"nonnegative",
"entries",
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],
[
"patients",
"ct",
"cancer",
"eye",
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"85",
"transparent",
"83"
],
[
"conditioning",
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"shot",
"video",
"alignment",
"person",
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],
[
"operates",
"gradually",
"pose",
"geometry",
"object",
"objects",
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"choose",
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"act"
],
[
"equations",
"treatment",
"partial",
"database",
"evaluations",
"forces",
"simulation",
"versus",
"stability",
"least"
],
[
"bandit",
"regret",
"epsilon",
"sqrt",
"communication",
"bandits",
"round",
"agent",
"distributed",
"horizon"
],
[
"bandwidth",
"devices",
"communication",
"centralized",
"server",
"throughout",
"decentralized",
"distributed",
"federated",
"emerging"
],
[
"divergence",
"posterior",
"variational",
"monte",
"carlo",
"mcmc",
"chain",
"variables",
"vae",
"likelihood"
],
[
"digital",
"pipelines",
"reports",
"media",
"broader",
"taxonomy",
"developers",
"twitter",
"directions",
"name"
],
[
"families",
"distance",
"view",
"clusters",
"clustering",
"ranking",
"metric",
"cluster",
"semi",
"active"
],
[
"reconstruction",
"aggregation",
"resolution",
"generator",
"anomaly",
"reduced",
"retrieval",
"images",
"avoiding",
"1d"
]
] | 99.057214 | intfloat/e5-large-v2 | 0.95 | -0.226945 | 0.119285 | 0.925964 |
BBC News | ECRTM | 42 | 10 | [
[
"phone",
"tv",
"phones",
"3g",
"video",
"broadband",
"digital",
"sony",
"mobile",
"mobiles"
],
[
"ireland",
"victory",
"rugby",
"coach",
"cardiff",
"italy",
"france",
"wales",
"cup",
"ball"
],
[
"concert",
"whose",
"tour",
"protests",
"cancelled",
"singer",
"collins",
"albums",
"glasgow",
"edinburgh"
],
[
"prices",
"oil",
"quarter",
"rise",
"exports",
"growth",
"yukos",
"sales",
"china",
"bank"
],
[
"programs",
"users",
"virus",
"microsoft",
"software",
"windows",
"critical",
"security",
"viruses",
"spam"
],
[
"drama",
"spanish",
"viewers",
"hop",
"the",
"content",
"rap",
"hip",
"language",
"human"
],
[
"election",
"prime",
"tories",
"tory",
"blair",
"party",
"labour",
"howard",
"liberal",
"lib"
],
[
"arsenal",
"deutsche",
"chelsea",
"club",
"boss",
"league",
"champions",
"premiership",
"manchester",
"mourinho"
],
[
"actor",
"oscar",
"award",
"actress",
"film",
"awards",
"aviator",
"nominations",
"nominated",
"best"
],
[
"economic",
"lisbon",
"targets",
"growth",
"economy",
"brown",
"song",
"blair",
"eu",
"the"
]
] | 49.571597 | intfloat/e5-large-v2 | 0.97 | 0.045989 | 0.202837 | 0.920747 |
BBC News | ECRTM | 42 | 20 | [
[
"election",
"blair",
"tory",
"labour",
"howard",
"tories",
"party",
"kennedy",
"prime",
"conservatives"
],
[
"deficit",
"dollar",
"economic",
"budget",
"china",
"eu",
"exports",
"yukos",
"currency",
"economy"
],
[
"glasgow",
"injury",
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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[
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],
[
"broadcasting",
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],
[
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],
[
"gadgets",
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[
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"roddick",
"holmes"
]
] | 57.583055 | intfloat/e5-large-v2 | 0.94 | -0.062693 | 0.193699 | 0.931457 |
BBC News | ECRTM | 42 | 30 | [
[
"lord",
"court",
"lords",
"law",
"ruling",
"commons",
"blunkett",
"judge",
"cabinet",
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[
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[
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[
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[
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[
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[
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"consumer",
"camera"
]
] | 74.020655 | intfloat/e5-large-v2 | 0.886667 | -0.034558 | 0.193317 | 0.933672 |
BBC News | ECRTM | 42 | 40 | [
[
"mobiles",
"phones",
"broadband",
"operators",
"services",
"broadcasting",
"download",
"handsets",
"tv",
"mobile"
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[
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[
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]
] | 70.664406 | intfloat/e5-large-v2 | 0.8275 | -0.063523 | 0.183157 | 0.932883 |
BBC News | ECRTM | 42 | 50 | [
[
"dvd",
"format",
"dvds",
"games",
"disney",
"studios",
"definition",
"ray",
"hollywood",
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20 Newsgroups Preprocessed | ECRTM | 42 | 10 | [
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20 Newsgroups Preprocessed | ECRTM | 42 | 30 | [
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20 Newsgroups Preprocessed | ECRTM | 42 | 40 | [
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20 Newsgroups Preprocessed | ECRTM | 42 | 50 | [
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] | 638.530027 | intfloat/e5-large-v2 | 0.854 | -0.04037 | 0.152565 | 0.423254 |
20 Newsgroups Raw | ECRTM | 42 | 10 | [
[
"fender",
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"loosen",
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] | 2,054.283671 | intfloat/e5-large-v2 | 1 | -0.019649 | 0.155964 | 0.538707 |
20 Newsgroups Raw | ECRTM | 42 | 20 | [
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20 Newsgroups Raw | ECRTM | 42 | 30 | [
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20 Newsgroups Raw | ECRTM | 42 | 40 | [
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] | 3,286.974563 | intfloat/e5-large-v2 | 0.99 | -0.063287 | 0.185554 | 0.542576 |
20 Newsgroups Raw | ECRTM | 42 | 50 | [
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] | 3,730.371149 | intfloat/e5-large-v2 | 0.982 | -0.086159 | 0.193638 | 0.533761 |
StackExchange | ECRTM | 42 | 10 | [
[
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] | 7,426.715091 | intfloat/e5-large-v2 | 1 | 0.101652 | 0.143384 | 0.439755 |
StackExchange | ECRTM | 42 | 20 | [
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] | 9,249.226111 | intfloat/e5-large-v2 | 1 | -0.163205 | 0.124266 | 0.469642 |
StackExchange | ECRTM | 42 | 30 | [
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StackExchange | ECRTM | 42 | 40 | [
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StackExchange | ECRTM | 42 | 50 | [
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] | 12,554.717648 | intfloat/e5-large-v2 | 1 | -0.086581 | 0.191245 | 0.481346 |
Wiki Medical | ECRTM | 42 | 10 | [
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] | 761.64574 | intfloat/e5-large-v2 | 1 | -0.062704 | 0.273154 | 0.457192 |
Wiki Medical | ECRTM | 42 | 20 | [
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Wiki Medical | ECRTM | 42 | 30 | [
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Wiki Medical | ECRTM | 42 | 40 | [
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Wiki Medical | ECRTM | 42 | 50 | [
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20 Newsgroups Preprocessed | FASTopic | 42 | 10 | [
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20 Newsgroups Preprocessed | FASTopic | 42 | 20 | [
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20 Newsgroups Preprocessed | FASTopic | 42 | 40 | [
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20 Newsgroups Preprocessed | FASTopic | 42 | 50 | [
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20 Newsgroups Raw | FASTopic | 42 | 10 | [
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20 Newsgroups Raw | FASTopic | 42 | 20 | [
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20 Newsgroups Raw | FASTopic | 42 | 30 | [
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] | 925.542319 | intfloat/e5-large-v2 | 1 | -0.164721 | 0.170359 | 0.444993 |
20 Newsgroups Raw | FASTopic | 42 | 40 | [
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20 Newsgroups Raw | FASTopic | 42 | 50 | [
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] | 1,215.571324 | intfloat/e5-large-v2 | 0.99 | -0.154321 | 0.168339 | 0.458984 |
StackExchange | FASTopic | 42 | 10 | [
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StackExchange | FASTopic | 42 | 20 | [
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StackExchange | FASTopic | 42 | 30 | [
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StackExchange | FASTopic | 42 | 40 | [
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StackExchange | FASTopic | 42 | 50 | [
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BBC News | FASTopic | 42 | 40 | [
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] | 5,806.328439 | intfloat/e5-large-v2 | 1 | -0.144841 | 0.156028 | 0.896775 |
ArXiv ML Papers | S³ | 42 | 10 | [
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ArXiv ML Papers | S³ | 42 | 20 | [
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ArXiv ML Papers | S³ | 42 | 30 | [
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],
[
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],
[
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[
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[
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[
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[
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[
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],
[
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],
[
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[
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[
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],
[
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],
[
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[
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],
[
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],
[
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],
[
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[
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[
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[
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],
[
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],
[
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],
[
"posterior",
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"field",
"kernel",
"kernels",
"fields",
"preprocessing",
"sqrt",
"uncertainty"
]
] | 3.416492 | intfloat/e5-large-v2 | 0.94 | -0.31933 | 0.217855 | 0.90459 |
ArXiv ML Papers | S³ | 42 | 40 | [
[
"detect",
"look",
"detecting",
"investigation",
"detection",
"found",
"inspection",
"enforce",
"find",
"investigates"
],
[
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[
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],
[
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[
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"malware",
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],
[
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"aware",
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],
[
"exploration",
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"regret",
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"uncertain",
"costly",
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],
[
"contrary",
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],
[
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[
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[
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],
[
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],
[
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],
[
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[
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[
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],
[
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[
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[
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[
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[
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[
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[
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],
[
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[
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],
[
"audio",
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],
[
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],
[
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],
[
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],
[
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],
[
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"head",
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],
[
"prone",
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],
[
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[
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],
[
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[
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],
[
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],
[
"play",
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"policy",
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],
[
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],
[
"clusters",
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"segment",
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"decentralized",
"finds",
"localized",
"communities"
]
] | 3.377985 | intfloat/e5-large-v2 | 0.9025 | -0.313282 | 0.187851 | 0.889219 |
ArXiv ML Papers | S³ | 42 | 50 | [
[
"shape",
"brain",
"tail",
"posterior",
"motion",
"relative",
"thus",
"neurons",
"form",
"neuron"
],
[
"driving",
"transportation",
"traffic",
"vehicles",
"gps",
"transport",
"vehicle",
"navigation",
"trajectory",
"drive"
],
[
"biases",
"diverse",
"forces",
"mismatch",
"contrary",
"static",
"consistent",
"covariance",
"xgboost",
"noisy"
],
[
"quantization",
"quantized",
"tensors",
"tensor",
"quantum",
"physics",
"quantitative",
"energy",
"entropy",
"subspaces"
],
[
"expressive",
"invariant",
"iterations",
"recurrent",
"robustness",
"augmentation",
"iteration",
"uncertain",
"trajectory",
"robust"
],
[
"mathbb",
"mismatch",
"computes",
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"fitting",
"single",
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],
[
"tensor",
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"complexity",
"co",
"degradation",
"category",
"hierarchy"
],
[
"solves",
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"attracted",
"some",
"established",
"helps",
"interesting",
"introduces",
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],
[
"cluster",
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"segment",
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"segmentation",
"supervision",
"groups",
"association",
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],
[
"pixel",
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"optimum",
"focus",
"lightweight",
"optimized"
],
[
"autoencoders",
"variational",
"vae",
"encoder",
"lstm",
"encoders",
"autoencoder",
"svm",
"autoregressive",
"variation"
],
[
"adversaries",
"attacks",
"adversarial",
"adversarially",
"attack",
"defend",
"attacker",
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],
[
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"transformer",
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],
[
"differentially",
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"dynamical",
"observational",
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],
[
"privacy",
"hidden",
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"embedding",
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],
[
"topological",
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"dimensionality",
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"embeddings",
"expressed",
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],
[
"flows",
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"loop",
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[
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],
[
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],
[
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],
[
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"wearable",
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],
[
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],
[
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[
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[
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[
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[
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[
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[
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[
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],
[
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],
[
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],
[
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],
[
"personalized",
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],
[
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[
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[
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],
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[
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[
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],
[
"linear",
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],
[
"cnns",
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"kernel",
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"diffusion",
"manifold",
"stochastic",
"svm"
],
[
"molecular",
"biological",
"protein",
"biology",
"genetic",
"mechanism",
"interactions",
"beneficial",
"cifar10",
"communities"
],
[
"modeled",
"model",
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"representations",
"modelling",
"representation",
"represented",
"environments",
"constrained"
],
[
"variant",
"variants",
"simultaneously",
"configuration",
"categorical",
"compatible",
"count",
"markov",
"adopted",
"verified"
],
[
"explainable",
"interpretability",
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],
[
"gnns",
"gnn",
"dnn",
"dnns",
"nn",
"gan",
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],
[
"bandit",
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"regret",
"greedy",
"exploration",
"uncertain",
"exploiting",
"exploits",
"uncertainty",
"naive"
]
] | 4.65346 | intfloat/e5-large-v2 | 0.884 | -0.364478 | 0.18291 | 0.907721 |
BBC News | S³ | 42 | 10 | [
[
"british",
"britain",
"uk",
"ofcom",
"england",
"britons",
"london",
"twickenham",
"birmingham",
"briton"
],
[
"guilty",
"caught",
"attacked",
"knew",
"reported",
"complained",
"arrested",
"sued",
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],
[
"mtv",
"disney",
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"band",
"films",
"film",
"musical",
"critics",
"movie",
"bands"
],
[
"restrictions",
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"imposed",
"warnings",
"governments",
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"illegal",
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],
[
"regulators",
"regulator",
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"lawsuit",
"affected",
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],
[
"her",
"model",
"mp3",
"she",
"herself",
"commission",
"agenda",
"spokeswoman",
"talks",
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],
[
"recession",
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"increase",
"forecasts",
"earnings",
"economy"
],
[
"programs",
"warnings",
"actress",
"injuries",
"writer",
"abuse",
"hollywood",
"injury",
"dvds",
"dvd"
],
[
"laptops",
"gadget",
"technology",
"broadband",
"technologies",
"downloading",
"gadgets",
"handsets",
"mobiles",
"wireless"
],
[
"midfielder",
"mourinho",
"manager",
"goalkeeper",
"football",
"possibly",
"coaching",
"player",
"potentially",
"managing"
]
] | 3.139724 | intfloat/e5-large-v2 | 0.99 | -0.320046 | 0.265055 | 0.922495 |
BBC News | S³ | 42 | 20 | [
[
"abandoned",
"mortgage",
"westminster",
"resigned",
"gone",
"whilst",
"britons",
"sold",
"fewer",
"uk"
],
[
"costs",
"pensions",
"budgets",
"budget",
"saving",
"taxpayers",
"savings",
"cost",
"spending",
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] | 3.296408 | intfloat/e5-large-v2 | 0.95 | -0.292635 | 0.216416 | 0.906861 |
BBC News | S³ | 42 | 30 | [
[
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] | 3.538113 | intfloat/e5-large-v2 | 0.916667 | -0.269483 | 0.235396 | 0.923376 |
BBC News | S³ | 42 | 40 | [
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] | 3.832141 | intfloat/e5-large-v2 | 0.9125 | -0.309025 | 0.218865 | 0.910208 |
BBC News | S³ | 42 | 50 | [
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],
[
"reduced",
"reducing",
"clarke",
"iraq",
"sustainable",
"youth",
"portable",
"pcs",
"yukos",
"driving"
],
[
"ellis",
"phillips",
"olivier",
"norwich",
"lisbon",
"amazon",
"paris",
"leicester",
"edward",
"korea"
],
[
"india",
"dublin",
"aviator",
"indian",
"manchester",
"ireland",
"keane",
"agriculture",
"ferdinand",
"tom"
],
[
"investment",
"argentina",
"investments",
"reforms",
"reform",
"spanish",
"restructuring",
"imf",
"spain",
"antonio"
],
[
"africa",
"charity",
"aids",
"poverty",
"gb",
"imf",
"aid",
"worldwide",
"britain",
"african"
],
[
"olympic",
"athletes",
"drugs",
"drug",
"doping",
"prosecutors",
"athletics",
"olympics",
"trial",
"trials"
],
[
"award",
"awarded",
"correspondent",
"recognised",
"oil",
"announce",
"announcement",
"announced",
"liverpool",
"honours"
],
[
"gazprom",
"russian",
"yukos",
"khodorkovsky",
"russia",
"putin",
"mikhail",
"vladimir",
"oil",
"norway"
],
[
"exhibition",
"cameras",
"screening",
"attended",
"showed",
"seen",
"visitors",
"looked",
"camera",
"scene"
],
[
"rapper",
"aids",
"violence",
"threatening",
"controversy",
"betting",
"feud",
"radical",
"controversial",
"aggressive"
],
[
"money",
"advertising",
"spend",
"equipment",
"spending",
"marketing",
"amount",
"payment",
"funding",
"payments"
],
[
"unemployment",
"german",
"germany",
"frankfurt",
"employment",
"deutsche",
"worker",
"jobs",
"career",
"job"
],
[
"elvis",
"ferguson",
"manchester",
"outcome",
"hodgson",
"ease",
"stage",
"douglas",
"franz",
"welfare"
],
[
"security",
"virus",
"secure",
"attacks",
"viruses",
"infected",
"spammers",
"breach",
"protect",
"attack"
],
[
"derby",
"venture",
"ranks",
"ranked",
"hop",
"falconer",
"potter",
"anthony",
"requirements",
"standards"
]
] | 3.564405 | intfloat/e5-large-v2 | 0.888 | -0.327445 | 0.193928 | 0.918285 |