model improved

config.json

@@ -28,7 +28,7 @@
     "15": "ADP+PRON+ADP",
     "16": "ADP+VERB",
     "17": "ADP+VERB+AUX",
-    "18": "ADP+VERB+AUX+SCONJ",
+    "18": "ADP+VERB+AUX+AUX",
     "19": "ADP+VERB+SCONJ",
     "20": "ADP+VERB+SCONJ+ADP",
     "21": "ADV",
@@ -38,142 +38,142 @@
     "25": "AUX",
     "26": "AUX+ADJ",
     "27": "AUX+ADP",
-    "28": "AUX+ADP+VERB+AUX+SCONJ",
-    "29": "AUX+AUX",
-    "30": "AUX+DET",
-    "31": "AUX+SCONJ",
-    "32": "AUX+SCONJ+SCONJ",
-    "33": "AUX+VERB",
-    "34": "AUX+VERB+SCONJ+ADP",
-    "35": "B-ADJ",
-    "36": "B-ADJ+AUX",
-    "37": "B-ADJ+SCONJ",
-    "38": "B-ADJ+VERB",
-    "39": "B-ADP",
-    "40": "B-ADP+ADJ",
-    "41": "B-ADP+ADJ+AUX",
-    "42": "B-ADP+ADP",
-    "43": "B-ADP+NOUN",
-    "44": "B-ADP+VERB",
-    "45": "B-ADP+VERB+AUX",
-    "46": "B-ADP+VERB+SCONJ",
-    "47": "B-ADV",
-    "48": "B-ADV+ADJ",
-    "49": "B-ADV+ADJ+AUX",
-    "50": "B-ADV+ADP",
-    "51": "B-ADV+ADP+VERB",
-    "52": "B-ADV+AUX",
-    "53": "B-ADV+VERB",
-    "54": "B-AUX",
-    "55": "B-AUX+ADP",
-    "56": "B-AUX+AUX",
-    "57": "B-AUX+NOUN",
-    "58": "B-AUX+VERB",
-    "59": "B-AUX+VERB+SCONJ",
-    "60": "B-CCONJ",
-    "61": "B-CCONJ+PROPN",
-    "62": "B-DET",
-    "63": "B-INTJ",
-    "64": "B-NOUN",
-    "65": "B-NOUN+ADP+ADP",
-    "66": "B-NOUN+ADP+NOUN",
-    "67": "B-NOUN+ADP+VERB",
-    "68": "B-NOUN+AUX",
-    "69": "B-NOUN+AUX+ADP+VERB+AUX",
-    "70": "B-NOUN+AUX+SCONJ",
-    "71": "B-NOUN+NOUN",
-    "72": "B-NOUN+SCONJ",
-    "73": "B-NOUN+SCONJ+SCONJ",
-    "74": "B-NOUN+VERB",
-    "75": "B-NUM",
-    "76": "B-NUM+ADP",
-    "77": "B-NUM+VERB",
-    "78": "B-PART",
-    "79": "B-PRON",
-    "80": "B-PROPN",
-    "81": "B-PROPN+ADP",
-    "82": "B-PROPN+ADP+NOUN",
-    "83": "B-PROPN+PROPN",
-    "84": "B-SCONJ",
-    "85": "B-SCONJ+AUX",
-    "86": "B-SCONJ+AUX+PART",
-    "87": "B-SCONJ+AUX+SCONJ",
-    "88": "B-SCONJ+SCONJ",
-    "89": "B-SCONJ+VERB",
-    "90": "B-SCONJ+VERB+SCONJ",
-    "91": "B-SYM",
-    "92": "B-VERB",
-    "93": "B-VERB+AUX",
-    "94": "B-VERB+AUX+AUX",
-    "95": "B-VERB+AUX+SCONJ",
-    "96": "B-VERB+AUX+SCONJ+SCONJ",
-    "97": "B-VERB+SCONJ",
-    "98": "B-VERB+SCONJ+ADP",
-    "99": "B-X",
-    "100": "CCONJ",
-    "101": "DET",
-    "102": "I-ADJ",
-    "103": "I-ADJ+AUX",
-    "104": "I-ADJ+SCONJ",
-    "105": "I-ADJ+VERB",
-    "106": "I-ADP",
-    "107": "I-ADP+ADJ",
-    "108": "I-ADP+ADJ+AUX",
-    "109": "I-ADP+ADP",
-    "110": "I-ADP+NOUN",
-    "111": "I-ADP+VERB",
-    "112": "I-ADP+VERB+AUX",
-    "113": "I-ADP+VERB+SCONJ",
-    "114": "I-ADV",
-    "115": "I-ADV+ADJ",
-    "116": "I-ADV+ADJ+AUX",
-    "117": "I-ADV+ADP",
-    "118": "I-ADV+ADP+VERB",
-    "119": "I-ADV+AUX",
-    "120": "I-ADV+VERB",
-    "121": "I-AUX",
-    "122": "I-AUX+ADP",
-    "123": "I-AUX+AUX",
-    "124": "I-AUX+NOUN",
-    "125": "I-AUX+VERB",
-    "126": "I-AUX+VERB+SCONJ",
-    "127": "I-CCONJ",
-    "128": "I-CCONJ+PROPN",
-    "129": "I-DET",
-    "130": "I-INTJ",
-    "131": "I-NOUN",
-    "132": "I-NOUN+ADP+ADP",
-    "133": "I-NOUN+ADP+NOUN",
-    "134": "I-NOUN+ADP+VERB",
-    "135": "I-NOUN+AUX",
-    "136": "I-NOUN+AUX+ADP+VERB+AUX",
-    "137": "I-NOUN+AUX+SCONJ",
-    "138": "I-NOUN+NOUN",
-    "139": "I-NOUN+SCONJ",
-    "140": "I-NOUN+SCONJ+SCONJ",
-    "141": "I-NOUN+VERB",
-    "142": "I-NUM",
-    "143": "I-NUM+ADP",
-    "144": "I-NUM+VERB",
-    "145": "I-PART",
-    "146": "I-PRON",
-    "147": "I-PROPN",
-    "148": "I-PROPN+ADP",
-    "149": "I-PROPN+ADP+NOUN",
-    "150": "I-PROPN+PROPN",
-    "151": "I-SCONJ",
-    "152": "I-SCONJ+AUX",
-    "153": "I-SCONJ+AUX+PART",
-    "154": "I-SCONJ+AUX+SCONJ",
-    "155": "I-SCONJ+SCONJ",
+    "28": "AUX+ADP+VERB",
+    "29": "AUX+ADP+VERB+AUX+AUX",
+    "30": "AUX+AUX",
+    "31": "AUX+AUX+PART",
+    "32": "AUX+AUX+SCONJ",
+    "33": "AUX+DET",
+    "34": "AUX+SCONJ",
+    "35": "AUX+SCONJ+ADJ",
+    "36": "AUX+SCONJ+ADP",
+    "37": "AUX+SCONJ+SCONJ",
+    "38": "AUX+SCONJ+VERB+AUX",
+    "39": "AUX+VERB",
+    "40": "AUX+VERB+SCONJ+ADP",
+    "41": "B-ADJ",
+    "42": "B-ADJ+AUX",
+    "43": "B-ADJ+SCONJ",
+    "44": "B-ADJ+VERB",
+    "45": "B-ADP",
+    "46": "B-ADP+ADJ",
+    "47": "B-ADP+ADJ+AUX",
+    "48": "B-ADP+ADP",
+    "49": "B-ADP+NOUN",
+    "50": "B-ADP+VERB",
+    "51": "B-ADP+VERB+AUX",
+    "52": "B-ADV",
+    "53": "B-ADV+ADJ",
+    "54": "B-ADV+ADJ+AUX",
+    "55": "B-ADV+ADP",
+    "56": "B-ADV+ADP+VERB",
+    "57": "B-ADV+AUX",
+    "58": "B-ADV+VERB",
+    "59": "B-AUX",
+    "60": "B-AUX+ADP",
+    "61": "B-AUX+AUX",
+    "62": "B-AUX+AUX+AUX",
+    "63": "B-AUX+AUX+PART",
+    "64": "B-AUX+AUX+SCONJ",
+    "65": "B-AUX+NOUN",
+    "66": "B-AUX+SCONJ",
+    "67": "B-AUX+VERB",
+    "68": "B-AUX+VERB+AUX",
+    "69": "B-CCONJ",
+    "70": "B-CCONJ+PROPN",
+    "71": "B-DET",
+    "72": "B-INTJ",
+    "73": "B-NOUN",
+    "74": "B-NOUN+ADP+ADP",
+    "75": "B-NOUN+ADP+NOUN",
+    "76": "B-NOUN+ADP+VERB",
+    "77": "B-NOUN+AUX",
+    "78": "B-NOUN+AUX+ADP+VERB+AUX",
+    "79": "B-NOUN+AUX+SCONJ",
+    "80": "B-NOUN+NOUN",
+    "81": "B-NOUN+VERB",
+    "82": "B-NUM",
+    "83": "B-NUM+ADP",
+    "84": "B-NUM+VERB",
+    "85": "B-PART",
+    "86": "B-PRON",
+    "87": "B-PROPN",
+    "88": "B-PROPN+ADP",
+    "89": "B-PROPN+ADP+NOUN",
+    "90": "B-PROPN+PROPN",
+    "91": "B-SCONJ",
+    "92": "B-SCONJ+VERB",
+    "93": "B-SCONJ+VERB+AUX",
+    "94": "B-SYM",
+    "95": "B-VERB",
+    "96": "B-VERB+AUX",
+    "97": "B-VERB+AUX+AUX",
+    "98": "B-VERB+AUX+AUX+SCONJ",
+    "99": "B-VERB+AUX+SCONJ",
+    "100": "B-VERB+SCONJ",
+    "101": "B-VERB+SCONJ+ADP",
+    "102": "B-X",
+    "103": "CCONJ",
+    "104": "DET",
+    "105": "I-ADJ",
+    "106": "I-ADJ+AUX",
+    "107": "I-ADJ+SCONJ",
+    "108": "I-ADJ+VERB",
+    "109": "I-ADP",
+    "110": "I-ADP+ADJ",
+    "111": "I-ADP+ADJ+AUX",
+    "112": "I-ADP+ADP",
+    "113": "I-ADP+NOUN",
+    "114": "I-ADP+VERB",
+    "115": "I-ADP+VERB+AUX",
+    "116": "I-ADV",
+    "117": "I-ADV+ADJ",
+    "118": "I-ADV+ADJ+AUX",
+    "119": "I-ADV+ADP",
+    "120": "I-ADV+ADP+VERB",
+    "121": "I-ADV+AUX",
+    "122": "I-ADV+VERB",
+    "123": "I-AUX",
+    "124": "I-AUX+ADP",
+    "125": "I-AUX+AUX",
+    "126": "I-AUX+AUX+AUX",
+    "127": "I-AUX+AUX+PART",
+    "128": "I-AUX+AUX+SCONJ",
+    "129": "I-AUX+NOUN",
+    "130": "I-AUX+SCONJ",
+    "131": "I-AUX+VERB",
+    "132": "I-AUX+VERB+AUX",
+    "133": "I-CCONJ",
+    "134": "I-CCONJ+PROPN",
+    "135": "I-DET",
+    "136": "I-INTJ",
+    "137": "I-NOUN",
+    "138": "I-NOUN+ADP+ADP",
+    "139": "I-NOUN+ADP+NOUN",
+    "140": "I-NOUN+ADP+VERB",
+    "141": "I-NOUN+AUX",
+    "142": "I-NOUN+AUX+ADP+VERB+AUX",
+    "143": "I-NOUN+AUX+SCONJ",
+    "144": "I-NOUN+NOUN",
+    "145": "I-NOUN+VERB",
+    "146": "I-NUM",
+    "147": "I-NUM+ADP",
+    "148": "I-NUM+VERB",
+    "149": "I-PART",
+    "150": "I-PRON",
+    "151": "I-PROPN",
+    "152": "I-PROPN+ADP",
+    "153": "I-PROPN+ADP+NOUN",
+    "154": "I-PROPN+PROPN",
+    "155": "I-SCONJ",
     "156": "I-SCONJ+VERB",
-    "157": "I-SCONJ+VERB+SCONJ",
+    "157": "I-SCONJ+VERB+AUX",
     "158": "I-SYM",
     "159": "I-VERB",
     "160": "I-VERB+AUX",
     "161": "I-VERB+AUX+AUX",
-    "162": "I-VERB+AUX+SCONJ",
-    "163": "I-VERB+AUX+SCONJ+SCONJ",
+    "162": "I-VERB+AUX+AUX+SCONJ",
+    "163": "I-VERB+AUX+SCONJ",
     "164": "I-VERB+SCONJ",
     "165": "I-VERB+SCONJ+ADP",
     "166": "I-X",
@@ -184,45 +184,35 @@
     "171": "NOUN+ADP+INTJ",
     "172": "NOUN+ADP+VERB",
     "173": "NOUN+AUX",
-    "174": "NOUN+SCONJ",
-    "175": "NUM",
-    "176": "NUM+NOUN",
-    "177": "PART",
-    "178": "PART+ADP",
-    "179": "PART+ADP+ADP",
-    "180": "PART+AUX",
-    "181": "PART+AUX+ADP",
-    "182": "PART+PART",
-    "183": "PRON",
-    "184": "PRON+ADP",
-    "185": "PRON+ADP+ADP",
-    "186": "PRON+AUX",
-    "187": "PRON+PRON",
-    "188": "PROPN",
-    "189": "PUNCT",
-    "190": "PUNCT+PUNCT",
-    "191": "PUNCT+PUNCT+PUNCT",
-    "192": "SCONJ",
-    "193": "SCONJ+ADP",
-    "194": "SCONJ+ADP+VERB",
-    "195": "SCONJ+ADP+VERB+AUX+SCONJ",
-    "196": "SCONJ+AUX+PART",
-    "197": "SCONJ+SCONJ",
-    "198": "SCONJ+SCONJ+ADJ",
-    "199": "SCONJ+SCONJ+ADP",
-    "200": "SCONJ+SCONJ+SCONJ",
-    "201": "SCONJ+SCONJ+VERB+SCONJ",
-    "202": "SCONJ+VERB",
-    "203": "SCONJ+VERB+SCONJ",
-    "204": "SYM",
-    "205": "VERB",
-    "206": "VERB+AUX",
-    "207": "VERB+AUX+SCONJ",
-    "208": "VERB+AUX+SCONJ+SCONJ",
-    "209": "VERB+PART",
-    "210": "VERB+SCONJ",
-    "211": "VERB+SCONJ+ADP",
-    "212": "X"
+    "174": "NUM",
+    "175": "NUM+NOUN",
+    "176": "PART",
+    "177": "PART+ADP",
+    "178": "PART+ADP+ADP",
+    "179": "PART+AUX",
+    "180": "PART+AUX+ADP",
+    "181": "PART+PART",
+    "182": "PRON",
+    "183": "PRON+ADP",
+    "184": "PRON+ADP+ADP",
+    "185": "PRON+AUX",
+    "186": "PRON+PRON",
+    "187": "PROPN",
+    "188": "PUNCT",
+    "189": "PUNCT+PUNCT",
+    "190": "PUNCT+PUNCT+PUNCT",
+    "191": "SCONJ",
+    "192": "SCONJ+VERB",
+    "193": "SCONJ+VERB+SCONJ",
+    "194": "SYM",
+    "195": "VERB",
+    "196": "VERB+AUX",
+    "197": "VERB+AUX+AUX",
+    "198": "VERB+AUX+AUX+SCONJ",
+    "199": "VERB+PART",
+    "200": "VERB+SCONJ",
+    "201": "VERB+SCONJ+ADP",
+    "202": "X"
   },
   "initializer_range": 0.02,
   "intermediate_size": 3072,
@@ -245,7 +235,7 @@
     "ADP+PRON+ADP": 15,
     "ADP+VERB": 16,
     "ADP+VERB+AUX": 17,
-    "ADP+VERB+AUX+SCONJ": 18,
+    "ADP+VERB+AUX+AUX": 18,
     "ADP+VERB+SCONJ": 19,
     "ADP+VERB+SCONJ+ADP": 20,
     "ADV": 21,
@@ -255,142 +245,142 @@
     "AUX": 25,
     "AUX+ADJ": 26,
     "AUX+ADP": 27,
-    "AUX+ADP+VERB+AUX+SCONJ": 28,
-    "AUX+AUX": 29,
-    "AUX+DET": 30,
-    "AUX+SCONJ": 31,
-    "AUX+SCONJ+SCONJ": 32,
-    "AUX+VERB": 33,
-    "AUX+VERB+SCONJ+ADP": 34,
-    "B-ADJ": 35,
-    "B-ADJ+AUX": 36,
-    "B-ADJ+SCONJ": 37,
-    "B-ADJ+VERB": 38,
-    "B-ADP": 39,
-    "B-ADP+ADJ": 40,
-    "B-ADP+ADJ+AUX": 41,
-    "B-ADP+ADP": 42,
-    "B-ADP+NOUN": 43,
-    "B-ADP+VERB": 44,
-    "B-ADP+VERB+AUX": 45,
-    "B-ADP+VERB+SCONJ": 46,
-    "B-ADV": 47,
-    "B-ADV+ADJ": 48,
-    "B-ADV+ADJ+AUX": 49,
-    "B-ADV+ADP": 50,
-    "B-ADV+ADP+VERB": 51,
-    "B-ADV+AUX": 52,
-    "B-ADV+VERB": 53,
-    "B-AUX": 54,
-    "B-AUX+ADP": 55,
-    "B-AUX+AUX": 56,
-    "B-AUX+NOUN": 57,
-    "B-AUX+VERB": 58,
-    "B-AUX+VERB+SCONJ": 59,
-    "B-CCONJ": 60,
-    "B-CCONJ+PROPN": 61,
-    "B-DET": 62,
-    "B-INTJ": 63,
-    "B-NOUN": 64,
-    "B-NOUN+ADP+ADP": 65,
-    "B-NOUN+ADP+NOUN": 66,
-    "B-NOUN+ADP+VERB": 67,
-    "B-NOUN+AUX": 68,
-    "B-NOUN+AUX+ADP+VERB+AUX": 69,
-    "B-NOUN+AUX+SCONJ": 70,
-    "B-NOUN+NOUN": 71,
-    "B-NOUN+SCONJ": 72,
-    "B-NOUN+SCONJ+SCONJ": 73,
-    "B-NOUN+VERB": 74,
-    "B-NUM": 75,
-    "B-NUM+ADP": 76,
-    "B-NUM+VERB": 77,
-    "B-PART": 78,
-    "B-PRON": 79,
-    "B-PROPN": 80,
-    "B-PROPN+ADP": 81,
-    "B-PROPN+ADP+NOUN": 82,
-    "B-PROPN+PROPN": 83,
-    "B-SCONJ": 84,
-    "B-SCONJ+AUX": 85,
-    "B-SCONJ+AUX+PART": 86,
-    "B-SCONJ+AUX+SCONJ": 87,
-    "B-SCONJ+SCONJ": 88,
-    "B-SCONJ+VERB": 89,
-    "B-SCONJ+VERB+SCONJ": 90,
-    "B-SYM": 91,
-    "B-VERB": 92,
-    "B-VERB+AUX": 93,
-    "B-VERB+AUX+AUX": 94,
-    "B-VERB+AUX+SCONJ": 95,
-    "B-VERB+AUX+SCONJ+SCONJ": 96,
-    "B-VERB+SCONJ": 97,
-    "B-VERB+SCONJ+ADP": 98,
-    "B-X": 99,
-    "CCONJ": 100,
-    "DET": 101,
-    "I-ADJ": 102,
-    "I-ADJ+AUX": 103,
-    "I-ADJ+SCONJ": 104,
-    "I-ADJ+VERB": 105,
-    "I-ADP": 106,
-    "I-ADP+ADJ": 107,
-    "I-ADP+ADJ+AUX": 108,
-    "I-ADP+ADP": 109,
-    "I-ADP+NOUN": 110,
-    "I-ADP+VERB": 111,
-    "I-ADP+VERB+AUX": 112,
-    "I-ADP+VERB+SCONJ": 113,
-    "I-ADV": 114,
-    "I-ADV+ADJ": 115,
-    "I-ADV+ADJ+AUX": 116,
-    "I-ADV+ADP": 117,
-    "I-ADV+ADP+VERB": 118,
-    "I-ADV+AUX": 119,
-    "I-ADV+VERB": 120,
-    "I-AUX": 121,
-    "I-AUX+ADP": 122,
-    "I-AUX+AUX": 123,
-    "I-AUX+NOUN": 124,
-    "I-AUX+VERB": 125,
-    "I-AUX+VERB+SCONJ": 126,
-    "I-CCONJ": 127,
-    "I-CCONJ+PROPN": 128,
-    "I-DET": 129,
-    "I-INTJ": 130,
-    "I-NOUN": 131,
-    "I-NOUN+ADP+ADP": 132,
-    "I-NOUN+ADP+NOUN": 133,
-    "I-NOUN+ADP+VERB": 134,
-    "I-NOUN+AUX": 135,
-    "I-NOUN+AUX+ADP+VERB+AUX": 136,
-    "I-NOUN+AUX+SCONJ": 137,
-    "I-NOUN+NOUN": 138,
-    "I-NOUN+SCONJ": 139,
-    "I-NOUN+SCONJ+SCONJ": 140,
-    "I-NOUN+VERB": 141,
-    "I-NUM": 142,
-    "I-NUM+ADP": 143,
-    "I-NUM+VERB": 144,
-    "I-PART": 145,
-    "I-PRON": 146,
-    "I-PROPN": 147,
-    "I-PROPN+ADP": 148,
-    "I-PROPN+ADP+NOUN": 149,
-    "I-PROPN+PROPN": 150,
-    "I-SCONJ": 151,
-    "I-SCONJ+AUX": 152,
-    "I-SCONJ+AUX+PART": 153,
-    "I-SCONJ+AUX+SCONJ": 154,
-    "I-SCONJ+SCONJ": 155,
+    "AUX+ADP+VERB": 28,
+    "AUX+ADP+VERB+AUX+AUX": 29,
+    "AUX+AUX": 30,
+    "AUX+AUX+PART": 31,
+    "AUX+AUX+SCONJ": 32,
+    "AUX+DET": 33,
+    "AUX+SCONJ": 34,
+    "AUX+SCONJ+ADJ": 35,
+    "AUX+SCONJ+ADP": 36,
+    "AUX+SCONJ+SCONJ": 37,
+    "AUX+SCONJ+VERB+AUX": 38,
+    "AUX+VERB": 39,
+    "AUX+VERB+SCONJ+ADP": 40,
+    "B-ADJ": 41,
+    "B-ADJ+AUX": 42,
+    "B-ADJ+SCONJ": 43,
+    "B-ADJ+VERB": 44,
+    "B-ADP": 45,
+    "B-ADP+ADJ": 46,
+    "B-ADP+ADJ+AUX": 47,
+    "B-ADP+ADP": 48,
+    "B-ADP+NOUN": 49,
+    "B-ADP+VERB": 50,
+    "B-ADP+VERB+AUX": 51,
+    "B-ADV": 52,
+    "B-ADV+ADJ": 53,
+    "B-ADV+ADJ+AUX": 54,
+    "B-ADV+ADP": 55,
+    "B-ADV+ADP+VERB": 56,
+    "B-ADV+AUX": 57,
+    "B-ADV+VERB": 58,
+    "B-AUX": 59,
+    "B-AUX+ADP": 60,
+    "B-AUX+AUX": 61,
+    "B-AUX+AUX+AUX": 62,
+    "B-AUX+AUX+PART": 63,
+    "B-AUX+AUX+SCONJ": 64,
+    "B-AUX+NOUN": 65,
+    "B-AUX+SCONJ": 66,
+    "B-AUX+VERB": 67,
+    "B-AUX+VERB+AUX": 68,
+    "B-CCONJ": 69,
+    "B-CCONJ+PROPN": 70,
+    "B-DET": 71,
+    "B-INTJ": 72,
+    "B-NOUN": 73,
+    "B-NOUN+ADP+ADP": 74,
+    "B-NOUN+ADP+NOUN": 75,
+    "B-NOUN+ADP+VERB": 76,
+    "B-NOUN+AUX": 77,
+    "B-NOUN+AUX+ADP+VERB+AUX": 78,
+    "B-NOUN+AUX+SCONJ": 79,
+    "B-NOUN+NOUN": 80,
+    "B-NOUN+VERB": 81,
+    "B-NUM": 82,
+    "B-NUM+ADP": 83,
+    "B-NUM+VERB": 84,
+    "B-PART": 85,
+    "B-PRON": 86,
+    "B-PROPN": 87,
+    "B-PROPN+ADP": 88,
+    "B-PROPN+ADP+NOUN": 89,
+    "B-PROPN+PROPN": 90,
+    "B-SCONJ": 91,
+    "B-SCONJ+VERB": 92,
+    "B-SCONJ+VERB+AUX": 93,
+    "B-SYM": 94,
+    "B-VERB": 95,
+    "B-VERB+AUX": 96,
+    "B-VERB+AUX+AUX": 97,
+    "B-VERB+AUX+AUX+SCONJ": 98,
+    "B-VERB+AUX+SCONJ": 99,
+    "B-VERB+SCONJ": 100,
+    "B-VERB+SCONJ+ADP": 101,
+    "B-X": 102,
+    "CCONJ": 103,
+    "DET": 104,
+    "I-ADJ": 105,
+    "I-ADJ+AUX": 106,
+    "I-ADJ+SCONJ": 107,
+    "I-ADJ+VERB": 108,
+    "I-ADP": 109,
+    "I-ADP+ADJ": 110,
+    "I-ADP+ADJ+AUX": 111,
+    "I-ADP+ADP": 112,
+    "I-ADP+NOUN": 113,
+    "I-ADP+VERB": 114,
+    "I-ADP+VERB+AUX": 115,
+    "I-ADV": 116,
+    "I-ADV+ADJ": 117,
+    "I-ADV+ADJ+AUX": 118,
+    "I-ADV+ADP": 119,
+    "I-ADV+ADP+VERB": 120,
+    "I-ADV+AUX": 121,
+    "I-ADV+VERB": 122,
+    "I-AUX": 123,
+    "I-AUX+ADP": 124,
+    "I-AUX+AUX": 125,
+    "I-AUX+AUX+AUX": 126,
+    "I-AUX+AUX+PART": 127,
+    "I-AUX+AUX+SCONJ": 128,
+    "I-AUX+NOUN": 129,
+    "I-AUX+SCONJ": 130,
+    "I-AUX+VERB": 131,
+    "I-AUX+VERB+AUX": 132,
+    "I-CCONJ": 133,
+    "I-CCONJ+PROPN": 134,
+    "I-DET": 135,
+    "I-INTJ": 136,
+    "I-NOUN": 137,
+    "I-NOUN+ADP+ADP": 138,
+    "I-NOUN+ADP+NOUN": 139,
+    "I-NOUN+ADP+VERB": 140,
+    "I-NOUN+AUX": 141,
+    "I-NOUN+AUX+ADP+VERB+AUX": 142,
+    "I-NOUN+AUX+SCONJ": 143,
+    "I-NOUN+NOUN": 144,
+    "I-NOUN+VERB": 145,
+    "I-NUM": 146,
+    "I-NUM+ADP": 147,
+    "I-NUM+VERB": 148,
+    "I-PART": 149,
+    "I-PRON": 150,
+    "I-PROPN": 151,
+    "I-PROPN+ADP": 152,
+    "I-PROPN+ADP+NOUN": 153,
+    "I-PROPN+PROPN": 154,
+    "I-SCONJ": 155,
     "I-SCONJ+VERB": 156,
-    "I-SCONJ+VERB+SCONJ": 157,
+    "I-SCONJ+VERB+AUX": 157,
     "I-SYM": 158,
     "I-VERB": 159,
     "I-VERB+AUX": 160,
     "I-VERB+AUX+AUX": 161,
-    "I-VERB+AUX+SCONJ": 162,
-    "I-VERB+AUX+SCONJ+SCONJ": 163,
+    "I-VERB+AUX+AUX+SCONJ": 162,
+    "I-VERB+AUX+SCONJ": 163,
     "I-VERB+SCONJ": 164,
     "I-VERB+SCONJ+ADP": 165,
     "I-X": 166,
@@ -401,45 +391,35 @@
     "NOUN+ADP+INTJ": 171,
     "NOUN+ADP+VERB": 172,
     "NOUN+AUX": 173,
-    "NOUN+SCONJ": 174,
-    "NUM": 175,
-    "NUM+NOUN": 176,
-    "PART": 177,
-    "PART+ADP": 178,
-    "PART+ADP+ADP": 179,
-    "PART+AUX": 180,
-    "PART+AUX+ADP": 181,
-    "PART+PART": 182,
-    "PRON": 183,
-    "PRON+ADP": 184,
-    "PRON+ADP+ADP": 185,
-    "PRON+AUX": 186,
-    "PRON+PRON": 187,
-    "PROPN": 188,
-    "PUNCT": 189,
-    "PUNCT+PUNCT": 190,
-    "PUNCT+PUNCT+PUNCT": 191,
-    "SCONJ": 192,
-    "SCONJ+ADP": 193,
-    "SCONJ+ADP+VERB": 194,
-    "SCONJ+ADP+VERB+AUX+SCONJ": 195,
-    "SCONJ+AUX+PART": 196,
-    "SCONJ+SCONJ": 197,
-    "SCONJ+SCONJ+ADJ": 198,
-    "SCONJ+SCONJ+ADP": 199,
-    "SCONJ+SCONJ+SCONJ": 200,
-    "SCONJ+SCONJ+VERB+SCONJ": 201,
-    "SCONJ+VERB": 202,
-    "SCONJ+VERB+SCONJ": 203,
-    "SYM": 204,
-    "VERB": 205,
-    "VERB+AUX": 206,
-    "VERB+AUX+SCONJ": 207,
-    "VERB+AUX+SCONJ+SCONJ": 208,
-    "VERB+PART": 209,
-    "VERB+SCONJ": 210,
-    "VERB+SCONJ+ADP": 211,
-    "X": 212
+    "NUM": 174,
+    "NUM+NOUN": 175,
+    "PART": 176,
+    "PART+ADP": 177,
+    "PART+ADP+ADP": 178,
+    "PART+AUX": 179,
+    "PART+AUX+ADP": 180,
+    "PART+PART": 181,
+    "PRON": 182,
+    "PRON+ADP": 183,
+    "PRON+ADP+ADP": 184,
+    "PRON+AUX": 185,
+    "PRON+PRON": 186,
+    "PROPN": 187,
+    "PUNCT": 188,
+    "PUNCT+PUNCT": 189,
+    "PUNCT+PUNCT+PUNCT": 190,
+    "SCONJ": 191,
+    "SCONJ+VERB": 192,
+    "SCONJ+VERB+SCONJ": 193,
+    "SYM": 194,
+    "VERB": 195,
+    "VERB+AUX": 196,
+    "VERB+AUX+AUX": 197,
+    "VERB+AUX+AUX+SCONJ": 198,
+    "VERB+PART": 199,
+    "VERB+SCONJ": 200,
+    "VERB+SCONJ+ADP": 201,
+    "X": 202
   },
   "layer_norm_eps": 1e-12,
   "max_position_embeddings": 512,
@@ -884,37 +864,6 @@
           "\u3068",
           "\u3044\u3063",
           "\u305f\u3089"
-        ]
-      },
-      "ADP+VERB+AUX+SCONJ": {
-        "\u306f\u3042\u308a\u307e\u305b\u3093": [
-          "\u306f",
-          "\u3042\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u306f\u3054\u3056\u3044\u307e\u305b\u3093": [
-          "\u306f",
-          "\u3054\u3056\u3044",
-          "\u307e\u305b",
-          "\u3093"
-        ]
-      },
-      "ADP+VERB+SCONJ": {
-        "\u3067\u6765\u3066": [
-          "\u3067",
-          "\u6765",
-          "\u3066"
-        ],
-        "\u3068\u3044\u3063\u3066": [
-          "\u3068",
-          "\u3044\u3063",
-          "\u3066"
-        ],
-        "\u3068\u3057\u3066": [
-          "\u3068",
-          "\u3057",
-          "\u3066"
         ],
         "\u3068\u3057\u3066\u3044": [
           "\u3068",
@@ -931,11 +880,6 @@
           "\u3057",
           "\u3066\u304d"
         ],
-        "\u306b\u3064\u3044\u3066": [
-          "\u306b",
-          "\u3064\u3044",
-          "\u3066"
-        ],
         "\u306b\u3064\u3044\u3066\u3044": [
           "\u306b",
           "\u3064\u3044",
@@ -961,6 +905,62 @@
           "\u308f\u305f\u3063",
           "\u3066\u304a\u308a"
         ],
+        "\u306b\u5c31\u3044\u3066\u3044": [
+          "\u306b",
+          "\u5c31\u3044",
+          "\u3066\u3044"
+        ],
+        "\u306b\u5f53\u305f\u3063\u3066\u3044": [
+          "\u306b",
+          "\u5f53\u305f\u3063",
+          "\u3066\u3044"
+        ],
+        "\u306b\u9650\u3063\u3066\u304d": [
+          "\u306b",
+          "\u9650\u3063",
+          "\u3066\u304d"
+        ],
+        "\u3092\u5f97\u306a\u3044": [
+          "\u3092",
+          "\u5f97",
+          "\u306a\u3044"
+        ]
+      },
+      "ADP+VERB+AUX+AUX": {
+        "\u306f\u3042\u308a\u307e\u305b\u3093": [
+          "\u306f",
+          "\u3042\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
+        "\u306f\u3054\u3056\u3044\u307e\u305b\u3093": [
+          "\u306f",
+          "\u3054\u3056\u3044",
+          "\u307e\u305b",
+          "\u3093"
+        ]
+      },
+      "ADP+VERB+SCONJ": {
+        "\u3067\u6765\u3066": [
+          "\u3067",
+          "\u6765",
+          "\u3066"
+        ],
+        "\u3068\u3044\u3063\u3066": [
+          "\u3068",
+          "\u3044\u3063",
+          "\u3066"
+        ],
+        "\u3068\u3057\u3066": [
+          "\u3068",
+          "\u3057",
+          "\u3066"
+        ],
+        "\u306b\u3064\u3044\u3066": [
+          "\u306b",
+          "\u3064\u3044",
+          "\u3066"
+        ],
         "\u306b\u53ca\u3093\u3067": [
           "\u306b",
           "\u53ca\u3093",
@@ -971,21 +971,11 @@
           "\u53d6\u3063",
           "\u3066"
         ],
-        "\u306b\u5c31\u3044\u3066\u3044": [
-          "\u306b",
-          "\u5c31\u3044",
-          "\u3066\u3044"
-        ],
         "\u306b\u5f53\u305f\u3063\u3066": [
           "\u306b",
           "\u5f53\u305f\u3063",
           "\u3066"
         ],
-        "\u306b\u5f53\u305f\u3063\u3066\u3044": [
-          "\u306b",
-          "\u5f53\u305f\u3063",
-          "\u3066\u3044"
-        ],
         "\u306b\u5f93\u3063\u3066": [
           "\u306b",
           "\u5f93\u3063",
@@ -1006,21 +996,11 @@
           "\u9650\u3063",
           "\u3066"
         ],
-        "\u306b\u9650\u3063\u3066\u304d": [
-          "\u306b",
-          "\u9650\u3063",
-          "\u3066\u304d"
-        ],
         "\u3082\u3042\u308c\u3070": [
           "\u3082",
           "\u3042\u308c",
           "\u3070"
         ],
-        "\u3092\u5f97\u306a\u3044": [
-          "\u3092",
-          "\u5f97",
-          "\u306a\u3044"
-        ],
         "\u3092\u901a\u3057\u3066": [
           "\u3092",
           "\u901a\u3057",
@@ -1124,9 +1104,27 @@
         "\u3060\u3063\u3066": [
           "\u3060",
           "\u3063\u3066"
+        ],
+        "\u3066\u304f\u308b\u3068": [
+          "\u3066\u304f\u308b",
+          "\u3068"
+        ]
+      },
+      "AUX+ADP+VERB": {
+        "\u306e\u3067\u306f\u3042\u308b": [
+          "\u306e\u3067",
+          "\u306f",
+          "\u3042\u308b"
         ]
       },
-      "AUX+ADP+VERB+AUX+SCONJ": {
+      "AUX+ADP+VERB+AUX+AUX": {
+        "\u3056\u308b\u3092\u5f97\u307e\u305b\u3093": [
+          "\u3056\u308b",
+          "\u3092",
+          "\u5f97",
+          "\u307e\u305b",
+          "\u3093"
+        ],
         "\u3067\u306f\u3042\u308a\u307e\u305b\u3093": [
           "\u3067",
           "\u306f",
@@ -1164,6 +1162,34 @@
           "\u3061\u3083\u3063",
           "\u305f"
         ],
+        "\u3066\u304a\u3051\u3070\u3088\u3044": [
+          "\u3066\u304a\u3051",
+          "\u3070\u3088\u3044"
+        ],
+        "\u3066\u304d\u3066\u3044": [
+          "\u3066\u304d",
+          "\u3066\u3044"
+        ],
+        "\u3066\u307f\u305f\u3044": [
+          "\u3066\u307f",
+          "\u305f\u3044"
+        ],
+        "\u3066\u3082\u3089\u3063\u3066": [
+          "\u3066\u3082\u3089\u3063",
+          "\u3066"
+        ],
+        "\u3066\u3082\u3089\u3063\u3066\u3044": [
+          "\u3066\u3082\u3089\u3063",
+          "\u3066\u3044"
+        ],
+        "\u3066\u3082\u3089\u3063\u3066\u308b": [
+          "\u3066\u3082\u3089\u3063",
+          "\u3066\u308b"
+        ],
+        "\u3066\u9802\u3044\u3066\u3044": [
+          "\u3066\u9802\u3044",
+          "\u3066\u3044"
+        ],
         "\u3067\u3057\u305f": [
           "\u3067\u3057",
           "\u305f"
@@ -1172,6 +1198,26 @@
           "\u3067\u3057",
           "\u305f\u30fc"
         ],
+        "\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044": [
+          "\u3067",
+          "\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044"
+        ],
+        "\u306a\u3044\u3067\u304f\u3060\u3055\u3044": [
+          "\u306a\u3044",
+          "\u3067\u304f\u3060\u3055\u3044"
+        ],
+        "\u306a\u3093\u3060": [
+          "\u306a",
+          "\u3093\u3060"
+        ],
+        "\u306a\u3093\u3067": [
+          "\u306a",
+          "\u3093\u3067"
+        ],
+        "\u306e\u3060\u3063\u305f": [
+          "\u306e\u3060\u3063",
+          "\u305f"
+        ],
         "\u307e\u3057\u305f": [
           "\u307e\u3057",
           "\u305f"
@@ -1184,6 +1230,10 @@
           "\u307e\u3057",
           "\u305f\u30fc"
         ],
+        "\u307e\u305b\u3093": [
+          "\u307e\u305b",
+          "\u3093"
+        ],
         "\u307f\u305f\u3044\u306a": [
           "\u307f\u305f\u3044",
           "\u306a"
@@ -1212,11 +1262,46 @@
           "\u3089\u308c",
           "\u305f\u304f"
         ],
+        "\u3093\u3060\u3063\u305f\u3089": [
+          "\u3093\u3060\u3063",
+          "\u305f\u3089"
+        ],
         "\u30c1\u30e3\u30c3\u30bf": [
           "\u30c1\u30e3\u30c3",
           "\u30bf"
         ]
       },
+      "AUX+AUX+AUX": {
+        "\u4e8b\u304c\u3042\u308a\u307e\u305b\u3093": [
+          "\u4e8b\u304c\u3042\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ]
+      },
+      "AUX+AUX+PART": {
+        "\u3066\u3044\u305f\u3060\u3051": [
+          "\u3066\u3044",
+          "\u305f",
+          "\u3060\u3051"
+        ],
+        "\u3066\u307f\u305f\u3044\u306a\u30fc": [
+          "\u3066\u307f",
+          "\u305f\u3044",
+          "\u306a\u30fc"
+        ]
+      },
+      "AUX+AUX+SCONJ": {
+        "\u3066\u3044\u305f\u3057": [
+          "\u3066\u3044",
+          "\u305f",
+          "\u3057"
+        ],
+        "\u307e\u305b\u3093\u304c": [
+          "\u307e\u305b",
+          "\u3093",
+          "\u304c"
+        ]
+      },
       "AUX+DET": {
         "\u3067\u3042\u308b": [
           "\u3067",
@@ -1230,6 +1315,14 @@
         ]
       },
       "AUX+SCONJ": {
+        "\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u304c": [
+          "\u304b\u3082\u77e5\u308c\u307e\u305b\u3093",
+          "\u304c"
+        ],
+        "\u305f\u3089\u3044\u3044\u306e": [
+          "\u305f\u3089\u3044\u3044",
+          "\u306e"
+        ],
         "\u305f\u308a\u3068\u3082": [
           "\u305f\u308a",
           "\u3068\u3082"
@@ -1242,38 +1335,177 @@
           "\u3060",
           "\u3051\u3069"
         ],
-        "\u3067\u3059\u3051\u3069": [
-          "\u3067\u3059",
-          "\u3051\u3069"
+        "\u3066\u3042\u3063\u3066": [
+          "\u3066\u3042\u3063",
+          "\u3066"
         ],
-        "\u3067\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044": [
-          "\u3067",
-          "\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044"
+        "\u3066\u3044\u305f\u3060\u3044\u3066": [
+          "\u3066\u3044\u305f\u3060\u3044",
+          "\u3066"
         ],
-        "\u3067\u306f\u3042\u308a\u307e\u305b\u3093": [
-          "\u3067",
-          "\u306f\u3042\u308a\u307e\u305b\u3093"
+        "\u3066\u3044\u3066": [
+          "\u3066\u3044",
+          "\u3066"
         ],
-        "\u306a\u3093\u3060": [
-          "\u306a",
-          "\u3093\u3060"
+        "\u3066\u3044\u308c\u3070": [
+          "\u3066\u3044\u308c",
+          "\u3070"
         ],
-        "\u306a\u3093\u3067": [
-          "\u306a",
-          "\u3093\u3067"
+        "\u3066\u304a\u304f\u3068": [
+          "\u3066\u304a\u304f",
+          "\u3068"
         ],
-        "\u307e\u305b\u3093": [
-          "\u307e\u305b",
-          "\u3093"
-        ]
-      },
-      "AUX+SCONJ+SCONJ": {
-        "\u307e\u305b\u3093\u304c": [
-          "\u307e\u305b",
-          "\u3093",
+        "\u3066\u304d\u3066": [
+          "\u3066\u304d",
+          "\u3066"
+        ],
+        "\u3066\u304f\u308b\u3068": [
+          "\u3066\u304f\u308b",
+          "\u3068"
+        ],
+        "\u3066\u3057\u307e\u3046\u3068": [
+          "\u3066\u3057\u307e\u3046",
+          "\u3068"
+        ],
+        "\u3066\u3057\u307e\u3048\u3070": [
+          "\u3066\u3057\u307e\u3048",
+          "\u3070"
+        ],
+        "\u3066\u307f\u3066": [
+          "\u3066\u307f",
+          "\u3066"
+        ],
+        "\u3066\u307f\u308b\u3068": [
+          "\u3066\u307f\u308b",
+          "\u3068"
+        ],
+        "\u3066\u307f\u308c\u3070": [
+          "\u3066\u307f\u308c",
+          "\u3070"
+        ],
+        "\u3066\u3082\u3089\u3046\u3068": [
+          "\u3066\u3082\u3089\u3046",
+          "\u3068"
+        ],
+        "\u3066\u6765\u308b\u3068": [
+          "\u3066\u6765\u308b",
+          "\u3068"
+        ],
+        "\u3066\u8cb0\u3063\u3066": [
+          "\u3066\u8cb0\u3063",
+          "\u3066"
+        ],
+        "\u3067\u3042\u3063\u3066": [
+          "\u3067\u3042\u3063",
+          "\u3066"
+        ],
+        "\u3067\u3042\u308b\u304c": [
+          "\u3067\u3042\u308b",
+          "\u304c"
+        ],
+        "\u3067\u3042\u308c\u3070": [
+          "\u3067\u3042\u308c",
+          "\u3070"
+        ],
+        "\u3067\u3059\u3051\u3069": [
+          "\u3067\u3059",
+          "\u3051\u3069"
+        ],
+        "\u3067\u306a\u304f\u3066": [
+          "\u3067\u306a\u304f",
+          "\u3066"
+        ],
+        "\u3067\u306a\u3051\u308c\u3070": [
+          "\u3067\u306a\u3051\u308c",
+          "\u3070"
+        ],
+        "\u3067\u306f\u306a\u3044\u304c": [
+          "\u3067\u306f\u306a\u3044",
+          "\u304c"
+        ],
+        "\u306a\u3044\u3067": [
+          "\u306a\u3044",
+          "\u3067"
+        ],
+        "\u306a\u3051\u308c\u3070": [
+          "\u306a\u3051\u308c",
+          "\u3070"
+        ],
+        "\u306d\u3070": [
+          "\u306d",
+          "\u3070"
+        ],
+        "\u306e\u3060\u304b\u3089": [
+          "\u306e\u3060",
+          "\u304b\u3089"
+        ],
+        "\u306e\u3060\u304c": [
+          "\u306e\u3060",
+          "\u304c"
+        ],
+        "\u306e\u3060\u3051\u3069": [
+          "\u306e\u3060",
+          "\u3051\u3069"
+        ],
+        "\u306e\u3067\u3042\u3063\u3066": [
+          "\u306e\u3067\u3042\u3063",
+          "\u3066"
+        ],
+        "\u306e\u3067\u3042\u308c\u3070": [
+          "\u306e\u3067\u3042\u308c",
+          "\u3070"
+        ],
+        "\u306e\u3067\u3059\u304c": [
+          "\u306e\u3067\u3059",
+          "\u304c"
+        ],
+        "\u306e\u3067\u306f\u306a\u304f\u3066": [
+          "\u306e\u3067\u306f\u306a\u304f",
+          "\u3066"
+        ],
+        "\u306e\u306a\u3089\u3070": [
+          "\u306e\u306a\u3089",
+          "\u3070"
+        ],
+        "\u3093\u3067\u3059\u304c": [
+          "\u3093\u3067\u3059",
           "\u304c"
         ]
       },
+      "AUX+SCONJ+ADJ": {
+        "\u306a\u304f\u3066\u3044\u3044": [
+          "\u306a\u304f",
+          "\u3066",
+          "\u3044\u3044"
+        ]
+      },
+      "AUX+SCONJ+ADP": {
+        "\u3066\u3044\u308b\u306e\u306b": [
+          "\u3066\u3044\u308b",
+          "\u306e",
+          "\u306b"
+        ]
+      },
+      "AUX+SCONJ+SCONJ": {
+        "\u3066\u3044\u308b\u306e\u306b": [
+          "\u3066\u3044\u308b",
+          "\u306e",
+          "\u306b"
+        ],
+        "\u3070\u3044\u3044\u306e\u306b": [
+          "\u3070\u3044\u3044",
+          "\u306e",
+          "\u306b"
+        ]
+      },
+      "AUX+SCONJ+VERB+AUX": {
+        "\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044": [
+          "\u306a\u3051\u308c",
+          "\u3070",
+          "\u3044\u3051",
+          "\u306a\u3044"
+        ]
+      },
       "AUX+VERB": {
         "\u3067\u3042\u308a\u7d9a\u3051": [
           "\u3067",
@@ -1282,9 +1514,21 @@
         "\u3067\u3044\u308b": [
           "\u3067",
           "\u3044\u308b"
+        ],
+        "\u306a\u304d\u3083\u306a\u3089": [
+          "\u306a\u304d\u3083",
+          "\u306a\u3089"
+        ],
+        "\u306a\u304f\u306a\u3063": [
+          "\u306a\u304f",
+          "\u306a\u3063"
+        ],
+        "\u306a\u304f\u306a\u308a": [
+          "\u306a\u304f",
+          "\u306a\u308a"
         ]
       },
-      "AUX+VERB+SCONJ": {
+      "AUX+VERB+AUX": {
         "\u305f\u308a\u5f97\u306a\u3044": [
           "\u305f\u308a",
           "\u5f97",
@@ -1409,10 +1653,38 @@
           "\u3075\u3046",
           "\u306b"
         ],
+        "\u3082\u306e\u3067\u3042\u3063": [
+          "\u3082\u306e",
+          "\u3067\u3042\u3063"
+        ],
+        "\u3082\u306e\u3067\u3042\u308a": [
+          "\u3082\u306e",
+          "\u3067\u3042\u308a"
+        ],
+        "\u3082\u306e\u3067\u3042\u308b": [
+          "\u3082\u306e",
+          "\u3067\u3042\u308b"
+        ],
+        "\u3082\u306e\u3067\u3042\u308d\u3046": [
+          "\u3082\u306e",
+          "\u3067\u3042\u308d\u3046"
+        ],
         "\u3082\u306e\u3067\u3059": [
           "\u3082\u306e",
           "\u3067\u3059"
         ],
+        "\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093": [
+          "\u3082\u306e",
+          "\u3067\u306f\u3042\u308a\u307e\u305b\u3093"
+        ],
+        "\u3082\u306e\u3067\u306f\u306a\u3044": [
+          "\u3082\u306e",
+          "\u3067\u306f\u306a\u3044"
+        ],
+        "\u3082\u306e\u3067\u306f\u306a\u304f": [
+          "\u3082\u306e",
+          "\u3067\u306f\u306a\u304f"
+        ],
         "\u3082\u3093\u3060": [
           "\u3082\u3093",
           "\u3060"
@@ -1444,55 +1716,6 @@
         "\u89e3\u4f53\u30fb\u7523\u5ec3\u53ce\u96c6\u904b\u642c\u696d\u8005\u3055\u3093\u3067\u3059": [
           "\u89e3\u4f53\u30fb\u7523\u5ec3\u53ce\u96c6\u904b\u642c\u696d\u8005\u3055\u3093",
           "\u3067\u3059"
-        ]
-      },
-      "NOUN+AUX+SCONJ": {
-        "\u3082\u306e\u3060\u304c": [
-          "\u3082\u306e",
-          "\u3060",
-          "\u304c"
-        ],
-        "\u3082\u306e\u3067\u3059\u304c": [
-          "\u3082\u306e",
-          "\u3067\u3059",
-          "\u304c"
-        ],
-        "\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093": [
-          "\u3082\u306e",
-          "\u3067",
-          "\u306f\u3042\u308a\u307e\u305b\u3093"
-        ]
-      },
-      "NOUN+NOUN": {
-        "\u5fc3\u8eab\u5171": [
-          "\u5fc3\u8eab",
-          "\u5171"
-        ]
-      },
-      "NOUN+SCONJ": {
-        "\u3082\u306e\u3067\u3042\u3063": [
-          "\u3082\u306e",
-          "\u3067\u3042\u3063"
-        ],
-        "\u3082\u306e\u3067\u3042\u308a": [
-          "\u3082\u306e",
-          "\u3067\u3042\u308a"
-        ],
-        "\u3082\u306e\u3067\u3042\u308b": [
-          "\u3082\u306e",
-          "\u3067\u3042\u308b"
-        ],
-        "\u3082\u306e\u3067\u3042\u308d\u3046": [
-          "\u3082\u306e",
-          "\u3067\u3042\u308d\u3046"
-        ],
-        "\u3082\u306e\u3067\u306f\u306a\u3044": [
-          "\u3082\u306e",
-          "\u3067\u306f\u306a\u3044"
-        ],
-        "\u3082\u306e\u3067\u306f\u306a\u304f": [
-          "\u3082\u306e",
-          "\u3067\u306f\u306a\u304f"
         ],
         "\u8a33\u3067\u306f\u306a\u3044": [
           "\u8a33",
@@ -1507,11 +1730,27 @@
           "\u3067\u306f\u306a\u304f"
         ]
       },
-      "NOUN+SCONJ+SCONJ": {
+      "NOUN+AUX+SCONJ": {
+        "\u3082\u306e\u3060\u304c": [
+          "\u3082\u306e",
+          "\u3060",
+          "\u304c"
+        ],
         "\u3082\u306e\u3067\u3042\u308b\u304c": [
           "\u3082\u306e",
           "\u3067\u3042\u308b",
           "\u304c"
+        ],
+        "\u3082\u306e\u3067\u3059\u304c": [
+          "\u3082\u306e",
+          "\u3067\u3059",
+          "\u304c"
+        ]
+      },
+      "NOUN+NOUN": {
+        "\u5fc3\u8eab\u5171": [
+          "\u5fc3\u8eab",
+          "\u5171"
         ]
       },
       "NOUN+VERB": {
@@ -1603,325 +1842,66 @@
           "\u306f"
         ]
       },
-      "PART+PART": {
-        "\u304b\u306d": [
-          "\u304b",
-          "\u306d"
-        ]
-      },
-      "PRON+ADP": {
-        "\u305d\u308c\u3067": [
-          "\u305d\u308c",
-          "\u3067"
-        ],
-        "\u306a\u3093\u304b": [
-          "\u306a\u3093",
-          "\u304b"
-        ],
-        "\u306a\u3093\u3068": [
-          "\u306a\u3093",
-          "\u3068"
-        ]
-      },
-      "PRON+ADP+ADP": {
-        "\u4f55\u3068\u3082": [
-          "\u4f55",
-          "\u3068",
-          "\u3082"
-        ]
-      },
-      "PRON+PRON": {
-        "\u8ab0\u5f7c": [
-          "\u8ab0",
-          "\u5f7c"
-        ]
-      },
-      "PROPN+ADP": {
-        "\u5143\u9855\u606d\u3084": [
-          "\u5143\u9855\u606d",
-          "\u3084"
-        ],
-        "\u859b\u6319\u304c": [
-          "\u859b\u6319",
-          "\u304c"
-        ]
-      },
-      "PROPN+ADP+NOUN": {
-        "\u6e0b\u6728\u306e\u5b9f\u6226\u5411\u304d": [
-          "\u6e0b\u6728",
-          "\u306e",
-          "\u5b9f\u6226\u5411\u304d"
-        ]
-      },
-      "PROPN+PROPN": {
-        "\u6771\u5317\u5927\u5b66\u6559\u6388\u5343\u8449\u80e4\u6210": [
-          "\u6771\u5317\u5927\u5b66",
-          "\u6559\u6388\u5343\u8449\u80e4\u6210"
-        ]
-      },
-      "PUNCT+PUNCT": {
-        "\u300f\u300e": [
-          "\u300f",
-          "\u300e"
-        ]
-      },
-      "SCONJ+ADP": {
-        "\u3066\u304f\u308b\u3068": [
-          "\u3066\u304f\u308b",
-          "\u3068"
-        ]
-      },
-      "SCONJ+ADP+VERB": {
-        "\u306e\u3067\u306f\u3042\u308b": [
-          "\u306e\u3067",
-          "\u306f",
-          "\u3042\u308b"
-        ]
-      },
-      "SCONJ+ADP+VERB+AUX+SCONJ": {
-        "\u3056\u308b\u3092\u5f97\u307e\u305b\u3093": [
-          "\u3056\u308b",
-          "\u3092",
-          "\u5f97",
-          "\u307e\u305b",
-          "\u3093"
-        ]
-      },
-      "SCONJ+AUX": {
-        "\u3066\u307f\u305f\u3044": [
-          "\u3066\u307f",
-          "\u305f\u3044"
-        ],
-        "\u306e\u3060\u3063\u305f": [
-          "\u306e\u3060\u3063",
-          "\u305f"
-        ],
-        "\u3093\u3060\u3063\u305f\u3089": [
-          "\u3093\u3060\u3063",
-          "\u305f\u3089"
-        ]
-      },
-      "SCONJ+AUX+PART": {
-        "\u3066\u3044\u305f\u3060\u3051": [
-          "\u3066\u3044",
-          "\u305f",
-          "\u3060\u3051"
-        ],
-        "\u3066\u307f\u305f\u3044\u306a\u30fc": [
-          "\u3066\u307f",
-          "\u305f\u3044",
-          "\u306a\u30fc"
-        ]
-      },
-      "SCONJ+AUX+SCONJ": {
-        "\u3066\u3044\u305f\u3057": [
-          "\u3066\u3044",
-          "\u305f",
-          "\u3057"
-        ]
-      },
-      "SCONJ+SCONJ": {
-        "\u304b\u3082\u77e5\u308c\u307e\u305b\u3093\u304c": [
-          "\u304b\u3082\u77e5\u308c\u307e\u305b\u3093",
-          "\u304c"
-        ],
-        "\u305f\u3089\u3044\u3044\u306e": [
-          "\u305f\u3089\u3044\u3044",
-          "\u306e"
-        ],
-        "\u3066\u3042\u3063\u3066": [
-          "\u3066\u3042\u3063",
-          "\u3066"
-        ],
-        "\u3066\u3044\u305f\u3060\u3044\u3066": [
-          "\u3066\u3044\u305f\u3060\u3044",
-          "\u3066"
-        ],
-        "\u3066\u3044\u3066": [
-          "\u3066\u3044",
-          "\u3066"
-        ],
-        "\u3066\u3044\u308c\u3070": [
-          "\u3066\u3044\u308c",
-          "\u3070"
-        ],
-        "\u3066\u304a\u304f\u3068": [
-          "\u3066\u304a\u304f",
-          "\u3068"
-        ],
-        "\u3066\u304a\u3051\u3070\u3088\u3044": [
-          "\u3066\u304a\u3051",
-          "\u3070\u3088\u3044"
-        ],
-        "\u3066\u304d\u3066": [
-          "\u3066\u304d",
-          "\u3066"
-        ],
-        "\u3066\u304d\u3066\u3044": [
-          "\u3066\u304d",
-          "\u3066\u3044"
-        ],
-        "\u3066\u304f\u308b\u3068": [
-          "\u3066\u304f\u308b",
-          "\u3068"
-        ],
-        "\u3066\u3057\u307e\u3046\u3068": [
-          "\u3066\u3057\u307e\u3046",
-          "\u3068"
-        ],
-        "\u3066\u3057\u307e\u3048\u3070": [
-          "\u3066\u3057\u307e\u3048",
-          "\u3070"
-        ],
-        "\u3066\u307f\u3066": [
-          "\u3066\u307f",
-          "\u3066"
-        ],
-        "\u3066\u307f\u308b\u3068": [
-          "\u3066\u307f\u308b",
-          "\u3068"
-        ],
-        "\u3066\u307f\u308c\u3070": [
-          "\u3066\u307f\u308c",
-          "\u3070"
-        ],
-        "\u3066\u3082\u3089\u3046\u3068": [
-          "\u3066\u3082\u3089\u3046",
-          "\u3068"
-        ],
-        "\u3066\u3082\u3089\u3063\u3066": [
-          "\u3066\u3082\u3089\u3063",
-          "\u3066"
-        ],
-        "\u3066\u3082\u3089\u3063\u3066\u3044": [
-          "\u3066\u3082\u3089\u3063",
-          "\u3066\u3044"
-        ],
-        "\u3066\u3082\u3089\u3063\u3066\u308b": [
-          "\u3066\u3082\u3089\u3063",
-          "\u3066\u308b"
-        ],
-        "\u3066\u6765\u308b\u3068": [
-          "\u3066\u6765\u308b",
-          "\u3068"
-        ],
-        "\u3066\u8cb0\u3063\u3066": [
-          "\u3066\u8cb0\u3063",
-          "\u3066"
-        ],
-        "\u3066\u9802\u3044\u3066\u3044": [
-          "\u3066\u9802\u3044",
-          "\u3066\u3044"
-        ],
-        "\u3067\u3042\u3063\u3066": [
-          "\u3067\u3042\u3063",
-          "\u3066"
-        ],
-        "\u3067\u3042\u308b\u304c": [
-          "\u3067\u3042\u308b",
-          "\u304c"
-        ],
-        "\u3067\u3042\u308c\u3070": [
-          "\u3067\u3042\u308c",
-          "\u3070"
-        ],
-        "\u3067\u306a\u304f\u3066": [
-          "\u3067\u306a\u304f",
-          "\u3066"
-        ],
-        "\u3067\u306a\u3051\u308c\u3070": [
-          "\u3067\u306a\u3051\u308c",
-          "\u3070"
-        ],
-        "\u3067\u306f\u306a\u3044\u304c": [
-          "\u3067\u306f\u306a\u3044",
-          "\u304c"
-        ],
-        "\u306a\u3044\u3067": [
-          "\u306a\u3044",
-          "\u3067"
-        ],
-        "\u306a\u3044\u3067\u304f\u3060\u3055\u3044": [
-          "\u306a\u3044",
-          "\u3067\u304f\u3060\u3055\u3044"
-        ],
-        "\u306a\u3051\u308c\u3070": [
-          "\u306a\u3051\u308c",
-          "\u3070"
-        ],
-        "\u306d\u3070": [
-          "\u306d",
-          "\u3070"
-        ],
-        "\u306e\u3060\u304b\u3089": [
-          "\u306e\u3060",
-          "\u304b\u3089"
-        ],
-        "\u306e\u3060\u304c": [
-          "\u306e\u3060",
-          "\u304c"
-        ],
-        "\u306e\u3060\u3051\u3069": [
-          "\u306e\u3060",
-          "\u3051\u3069"
-        ],
-        "\u306e\u3067\u3042\u3063\u3066": [
-          "\u306e\u3067\u3042\u3063",
-          "\u3066"
-        ],
-        "\u306e\u3067\u3042\u308c\u3070": [
-          "\u306e\u3067\u3042\u308c",
-          "\u3070"
-        ],
-        "\u306e\u3067\u3059\u304c": [
-          "\u306e\u3067\u3059",
-          "\u304c"
-        ],
-        "\u306e\u3067\u306f\u306a\u304f\u3066": [
-          "\u306e\u3067\u306f\u306a\u304f",
-          "\u3066"
+      "PART+PART": {
+        "\u304b\u306d": [
+          "\u304b",
+          "\u306d"
+        ]
+      },
+      "PRON+ADP": {
+        "\u305d\u308c\u3067": [
+          "\u305d\u308c",
+          "\u3067"
         ],
-        "\u306e\u306a\u3089\u3070": [
-          "\u306e\u306a\u3089",
-          "\u3070"
+        "\u306a\u3093\u304b": [
+          "\u306a\u3093",
+          "\u304b"
         ],
-        "\u3093\u3067\u3059\u304c": [
-          "\u3093\u3067\u3059",
-          "\u304c"
+        "\u306a\u3093\u3068": [
+          "\u306a\u3093",
+          "\u3068"
         ]
       },
-      "SCONJ+SCONJ+ADJ": {
-        "\u306a\u304f\u3066\u3044\u3044": [
-          "\u306a\u304f",
-          "\u3066",
-          "\u3044\u3044"
+      "PRON+ADP+ADP": {
+        "\u4f55\u3068\u3082": [
+          "\u4f55",
+          "\u3068",
+          "\u3082"
         ]
       },
-      "SCONJ+SCONJ+ADP": {
-        "\u3066\u3044\u308b\u306e\u306b": [
-          "\u3066\u3044\u308b",
-          "\u306e",
-          "\u306b"
+      "PRON+PRON": {
+        "\u8ab0\u5f7c": [
+          "\u8ab0",
+          "\u5f7c"
         ]
       },
-      "SCONJ+SCONJ+SCONJ": {
-        "\u3066\u3044\u308b\u306e\u306b": [
-          "\u3066\u3044\u308b",
-          "\u306e",
-          "\u306b"
+      "PROPN+ADP": {
+        "\u5143\u9855\u606d\u3084": [
+          "\u5143\u9855\u606d",
+          "\u3084"
         ],
-        "\u3070\u3044\u3044\u306e\u306b": [
-          "\u3070\u3044\u3044",
+        "\u859b\u6319\u304c": [
+          "\u859b\u6319",
+          "\u304c"
+        ]
+      },
+      "PROPN+ADP+NOUN": {
+        "\u6e0b\u6728\u306e\u5b9f\u6226\u5411\u304d": [
+          "\u6e0b\u6728",
           "\u306e",
-          "\u306b"
+          "\u5b9f\u6226\u5411\u304d"
         ]
       },
-      "SCONJ+SCONJ+VERB+SCONJ": {
-        "\u306a\u3051\u308c\u3070\u3044\u3051\u306a\u3044": [
-          "\u306a\u3051\u308c",
-          "\u3070",
-          "\u3044\u3051",
-          "\u306a\u3044"
+      "PROPN+PROPN": {
+        "\u6771\u5317\u5927\u5b66\u6559\u6388\u5343\u8449\u80e4\u6210": [
+          "\u6771\u5317\u5927\u5b66",
+          "\u6559\u6388\u5343\u8449\u80e4\u6210"
+        ]
+      },
+      "PUNCT+PUNCT": {
+        "\u300f\u300e": [
+          "\u300f",
+          "\u300e"
         ]
       },
       "SCONJ+VERB": {
@@ -1948,18 +1928,13 @@
         "\u3066\u884c\u304f": [
           "\u3066",
           "\u884c\u304f"
-        ],
-        "\u306a\u304d\u3083\u306a\u3089": [
-          "\u306a\u304d\u3083",
-          "\u306a\u3089"
-        ],
-        "\u306a\u304f\u306a\u3063": [
-          "\u306a\u304f",
-          "\u306a\u3063"
-        ],
-        "\u306a\u304f\u306a\u308a": [
-          "\u306a\u304f",
-          "\u306a\u308a"
+        ]
+      },
+      "SCONJ+VERB+AUX": {
+        "\u3066\u3044\u3063\u3066\u304d": [
+          "\u3066",
+          "\u3044\u3063",
+          "\u3066\u304d"
         ]
       },
       "SCONJ+VERB+SCONJ": {
@@ -1973,11 +1948,6 @@
           "\u3044\u3063",
           "\u3066"
         ],
-        "\u3066\u3044\u3063\u3066\u304d": [
-          "\u3066",
-          "\u3044\u3063",
-          "\u3066\u304d"
-        ],
         "\u3066\u884c\u304f\u3068": [
           "\u3066",
           "\u884c\u304f",
@@ -1985,6 +1955,14 @@
         ]
       },
       "VERB+AUX": {
+        "\u3042\u3089\u306c": [
+          "\u3042\u3089",
+          "\u306c"
+        ],
+        "\u3044\u304b\u306a\u3044": [
+          "\u3044\u304b",
+          "\u306a\u3044"
+        ],
         "\u3044\u308f\u308c": [
           "\u3044\u308f",
           "\u308c"
@@ -1997,6 +1975,10 @@
           "\u304a\u304b",
           "\u308c"
         ],
+        "\u304b\u307e\u308f\u305a": [
+          "\u304b\u307e\u308f",
+          "\u305a"
+        ],
         "\u304d\u304b\u305b": [
           "\u304d\u304b",
           "\u305b"
@@ -2021,6 +2003,10 @@
           "\u3057\u3053\u307e",
           "\u305b"
         ],
+        "\u3059\u308c\u3070\u3088\u3044": [
+          "\u3059\u308c",
+          "\u3070\u3088\u3044"
+        ],
         "\u305f\u3063\u305f": [
           "\u305f\u3063",
           "\u305f"
@@ -2049,6 +2035,14 @@
           "\u306a\u3058\u307e",
           "\u305b"
         ],
+        "\u306a\u3063\u3066\u3082\u3044\u3044": [
+          "\u306a\u3063",
+          "\u3066\u3082\u3044\u3044"
+        ],
+        "\u306a\u3089\u305a": [
+          "\u306a\u3089",
+          "\u305a"
+        ],
         "\u306a\u308b\u3079\u304f": [
           "\u306a\u308b",
           "\u3079\u304f"
@@ -2309,6 +2303,10 @@
           "\u64a4\u56de\u3055",
           "\u305b"
         ],
+        "\u6539\u3081\u3066\u3044": [
+          "\u6539\u3081",
+          "\u3066\u3044"
+        ],
         "\u653b\u6483\u3055\u305b": [
           "\u653b\u6483\u3055",
           "\u305b"
@@ -2357,6 +2355,10 @@
           "\u767a\u751f\u3055",
           "\u305b"
         ],
+        "\u76f8\u6b21\u3044\u3067\u3044": [
+          "\u76f8\u6b21\u3044",
+          "\u3067\u3044"
+        ],
         "\u76f8\u7d9a\u3055\u305b": [
           "\u76f8\u7d9a\u3055",
           "\u305b"
@@ -2397,6 +2399,10 @@
           "\u805e\u304b",
           "\u305b"
         ],
+        "\u81f3\u3063\u3066\u3044": [
+          "\u81f3\u3063",
+          "\u3066\u3044"
+        ],
         "\u84b8\u6563\u3055\u305b\u308b": [
           "\u84b8\u6563\u3055",
           "\u305b\u308b"
@@ -2421,6 +2427,10 @@
           "\u8a9e\u3089",
           "\u308c\u308b"
         ],
+        "\u8db3\u3089\u305a": [
+          "\u8db3\u3089",
+          "\u305a"
+        ],
         "\u901a\u308f\u305b": [
           "\u901a\u308f",
           "\u305b"
@@ -2467,11 +2477,36 @@
         ]
       },
       "VERB+AUX+AUX": {
+        "\u3042\u308a\u307e\u305b\u3093": [
+          "\u3042\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
+        "\u304b\u304b\u308a\u307e\u305b\u3093": [
+          "\u304b\u304b\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
+        "\u305f\u307e\u308a\u307e\u305b\u3093": [
+          "\u305f\u307e\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
         "\u3064\u304f\u3089\u308c\u305f": [
           "\u3064\u304f\u3089",
           "\u308c",
           "\u305f"
         ],
+        "\u3068\u3069\u307e\u308a\u307e\u305b\u3093": [
+          "\u3068\u3069\u307e\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
+        "\u306a\u308a\u307e\u305b\u3093": [
+          "\u306a\u308a",
+          "\u307e\u305b",
+          "\u3093"
+        ],
         "\u3084\u3089\u308c\u305f": [
           "\u3084\u3089",
           "\u308c",
@@ -2547,48 +2582,6 @@
           "\u308c",
           "\u305f"
         ],
-        "\u9650\u3089\u308c\u305f": [
-          "\u9650\u3089",
-          "\u308c",
-          "\u305f"
-        ]
-      },
-      "VERB+AUX+SCONJ": {
-        "\u3042\u308a\u307e\u305b\u3093": [
-          "\u3042\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u304b\u304b\u308a\u307e\u305b\u3093": [
-          "\u304b\u304b\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u305f\u307e\u308a\u307e\u305b\u3093": [
-          "\u305f\u307e\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u3068\u3069\u307e\u308a\u307e\u305b\u3093": [
-          "\u3068\u3069\u307e\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u306a\u308a\u307e\u305b\u3093": [
-          "\u306a\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u4e8b\u304c\u3042\u308a\u307e\u305b\u3093": [
-          "\u4e8b\u304c\u3042\u308a",
-          "\u307e\u305b",
-          "\u3093"
-        ],
-        "\u6311\u3093\u3060\u304c": [
-          "\u6311\u3093",
-          "\u3060",
-          "\u304c"
-        ],
         "\u898b\u3064\u304b\u308a\u307e\u305b\u3093": [
           "\u898b\u3064\u304b\u308a",
           "\u307e\u305b",
@@ -2598,9 +2591,14 @@
           "\u898b\u5f53\u305f\u308a",
           "\u307e\u305b",
           "\u3093"
+        ],
+        "\u9650\u3089\u308c\u305f": [
+          "\u9650\u3089",
+          "\u308c",
+          "\u305f"
         ]
       },
-      "VERB+AUX+SCONJ+SCONJ": {
+      "VERB+AUX+AUX+SCONJ": {
         "\u3042\u308a\u307e\u305b\u3093\u304c": [
           "\u3042\u308a",
           "\u307e\u305b",
@@ -2614,6 +2612,13 @@
           "\u304c"
         ]
       },
+      "VERB+AUX+SCONJ": {
+        "\u6311\u3093\u3060\u304c": [
+          "\u6311\u3093",
+          "\u3060",
+          "\u304c"
+        ]
+      },
       "VERB+PART": {
         "\u306a\u308b\u307b\u3069": [
           "\u306a\u308b",
@@ -2621,18 +2626,10 @@
         ]
       },
       "VERB+SCONJ": {
-        "\u3042\u3089\u306c": [
-          "\u3042\u3089",
-          "\u306c"
-        ],
         "\u3042\u308c\u3070": [
           "\u3042\u308c",
           "\u3070"
         ],
-        "\u3044\u304b\u306a\u3044": [
-          "\u3044\u304b",
-          "\u306a\u3044"
-        ],
         "\u3044\u304b\u306b\u3057\u3066": [
           "\u3044\u304b\u306b\u3057",
           "\u3066"
@@ -2641,26 +2638,10 @@
           "\u3044\u3051",
           "\u3070"
         ],
-        "\u304b\u307e\u308f\u305a": [
-          "\u304b\u307e\u308f",
-          "\u305a"
-        ],
         "\u3059\u308c\u3070": [
           "\u3059\u308c",
           "\u3070"
         ],
-        "\u3059\u308c\u3070\u3088\u3044": [
-          "\u3059\u308c",
-          "\u3070\u3088\u3044"
-        ],
-        "\u306a\u3063\u3066\u3082\u3044\u3044": [
-          "\u306a\u3063",
-          "\u3066\u3082\u3044\u3044"
-        ],
-        "\u306a\u3089\u305a": [
-          "\u306a\u3089",
-          "\u305a"
-        ],
         "\u3082\u3063\u3066": [
           "\u3082\u3063",
           "\u3066"
@@ -2681,10 +2662,6 @@
           "\u5bfe\u3057",
           "\u3066"
         ],
-        "\u6539\u3081\u3066\u3044": [
-          "\u6539\u3081",
-          "\u3066\u3044"
-        ],
         "\u691c\u7d22\u3059\u308c\u3070": [
           "\u691c\u7d22\u3059\u308c",
           "\u3070"
@@ -2697,22 +2674,10 @@
           "\u76f8\u6b21\u3044",
           "\u3067"
         ],
-        "\u76f8\u6b21\u3044\u3067\u3044": [
-          "\u76f8\u6b21\u3044",
-          "\u3067\u3044"
-        ],
-        "\u81f3\u3063\u3066\u3044": [
-          "\u81f3\u3063",
-          "\u3066\u3044"
-        ],
         "\u898b\u308c\u3070": [
           "\u898b\u308c",
           "\u3070"
         ],
-        "\u8db3\u3089\u305a": [
-          "\u8db3\u3089",
-          "\u305a"
-        ],
         "\u914d\u7f6e\u3059\u308c\u3070": [
           "\u914d\u7f6e\u3059\u308c",
           "\u3070"
@@ -2734,7 +2699,7 @@
   },
   "tokenizer_class": "RemBertTokenizerFast",
   "torch_dtype": "float32",
-  "transformers_version": "4.11.3",
+  "transformers_version": "4.19.2",
   "type_vocab_size": 2,
   "use_cache": true,
   "vocab_size": 250315

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:1ebd47165df44999396779dbc64136328882f609a5eb5405a3129fc89e907b55
-size 1111513680
+oid sha256:9b571b7399fcbf2cff1b30ccc36791c9e07f3da3ab9a0fe6ebb3dfe42cbb9a83
+size 1111469263

supar.model

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8b3d09bb1b725660841095187a059c6c4a14d60c5bf57bf0d47d795a71e8b773
-size 1167377451
+oid sha256:9a3d462c53d53d7aba378f0434b74a9cbb09e9f933eb5c4069b1cbb8594fb6b5
+size 1167376959

tokenizer.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:423c0eb777bc9f4b469d414f432e844020bc0db9da97a6c82a8fd89cf4caf178
+size 16599144