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KoichiYasuoka
/
roberta-base-japanese-luw-upos

Token Classification
Transformers
PyTorch
Japanese
roberta
japanese
pos
dependency-parsing
Inference Endpoints
Model card Files Community
1
KoichiYasuoka commited on
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1 Parent(s): 63d4dfc

model improved

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Files changed (4) hide show
  1. config.json +2710 -99
  2. pytorch_model.bin +2 -2
  3. supar.model +2 -2
  4. tokenizer_config.json +1 -1
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- "5": "I-SCONJ",
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- "7": "PART",
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- "8": "SYM",
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- "15": "AUX",
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- "16": "B-SYM",
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- "19": "INTJ",
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- "24": "I-PROPN",
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- "25": "B-DET",
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- "27": "I-ADV",
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- "31": "B-X",
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- "32": "I-INTJ",
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- "33": "B-ADV",
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- "35": "I-SYM",
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- "36": "ADJ",
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- "37": "B-INTJ",
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- "39": "B-SCONJ",
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- "41": "B-ADP",
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- "42": "VERB",
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- "43": "PUNCT",
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- "44": "B-CCONJ",
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- "45": "I-CCONJ",
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- "46": "DET",
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- "47": "B-VERB",
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- "48": "B-PRON"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- "VERB": 42,
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- "X": 6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  "tokenizer_class": "RemBertTokenizerFast",
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  "torch_dtype": "float32",
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+ "13": "ADP+NOUN",
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+ "15": "ADP+PRON+ADP",
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+ "16": "ADP+VERB",
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+ "19": "ADP+VERB+SCONJ",
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+ "20": "ADP+VERB+SCONJ+ADP",
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+ "21": "ADV",
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+ "22": "ADV+ADP",
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+ "24": "ADV+VERB+AUX",
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+ "27": "AUX+ADP",
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+ "29": "AUX+AUX",
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+ "31": "AUX+SCONJ",
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+ "32": "AUX+SCONJ+SCONJ",
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+ "33": "AUX+VERB",
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+ "34": "AUX+VERB+SCONJ+ADP",
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+ "35": "B-ADJ",
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+ "36": "B-ADJ+AUX",
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+ "37": "B-ADJ+SCONJ",
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+ "38": "B-ADJ+VERB",
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+ "39": "B-ADP",
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+ "40": "B-ADP+ADJ",
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+ "41": "B-ADP+ADJ+AUX",
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+ "42": "B-ADP+ADP",
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+ "43": "B-ADP+NOUN",
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+ "44": "B-ADP+VERB",
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+ "45": "B-ADP+VERB+AUX",
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+ "46": "B-ADP+VERB+SCONJ",
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+ "47": "B-ADV",
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+ "48": "B-ADV+ADJ",
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+ "49": "B-ADV+ADJ+AUX",
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+ "50": "B-ADV+ADP",
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+ "51": "B-ADV+ADP+VERB",
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+ "52": "B-ADV+AUX",
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+ "53": "B-ADV+VERB",
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+ "54": "B-AUX",
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+ "55": "B-AUX+ADP",
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+ "56": "B-AUX+AUX",
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+ "57": "B-AUX+NOUN",
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+ "58": "B-AUX+VERB",
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+ "59": "B-AUX+VERB+SCONJ",
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+ "60": "B-CCONJ",
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+ "61": "B-CCONJ+PROPN",
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+ "62": "B-DET",
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+ "63": "B-INTJ",
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+ "64": "B-NOUN",
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+ "65": "B-NOUN+ADP+ADP",
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+ "66": "B-NOUN+ADP+NOUN",
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+ "67": "B-NOUN+ADP+VERB",
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+ "68": "B-NOUN+AUX",
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+ "69": "B-NOUN+AUX+ADP+VERB+AUX",
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+ "70": "B-NOUN+AUX+SCONJ",
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+ "71": "B-NOUN+NOUN",
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+ "72": "B-NOUN+SCONJ",
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+ "73": "B-NOUN+SCONJ+SCONJ",
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+ "74": "B-NOUN+VERB",
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+ "75": "B-NUM",
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+ "76": "B-NUM+ADP",
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+ "77": "B-NUM+VERB",
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+ "78": "B-PART",
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+ "79": "B-PRON",
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+ "80": "B-PROPN",
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+ "81": "B-PROPN+ADP",
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+ "82": "B-PROPN+ADP+NOUN",
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+ "83": "B-PROPN+PROPN",
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+ "84": "B-SCONJ",
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+ "85": "B-SCONJ+AUX",
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+ "86": "B-SCONJ+AUX+PART",
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+ "87": "B-SCONJ+AUX+SCONJ",
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+ "88": "B-SCONJ+SCONJ",
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+ "89": "B-SCONJ+VERB",
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+ "90": "B-SCONJ+VERB+SCONJ",
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+ "91": "B-SYM",
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+ "92": "B-VERB",
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+ "93": "B-VERB+AUX",
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+ "94": "B-VERB+AUX+AUX",
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+ "95": "B-VERB+AUX+SCONJ",
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+ "96": "B-VERB+AUX+SCONJ+SCONJ",
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+ "97": "B-VERB+SCONJ",
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+ "98": "B-VERB+SCONJ+ADP",
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+ "99": "B-X",
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+ "101": "DET",
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+ "102": "I-ADJ",
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+ "103": "I-ADJ+AUX",
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+ "104": "I-ADJ+SCONJ",
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+ "105": "I-ADJ+VERB",
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+ "106": "I-ADP",
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+ "107": "I-ADP+ADJ",
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+ "108": "I-ADP+ADJ+AUX",
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+ "109": "I-ADP+ADP",
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+ "110": "I-ADP+NOUN",
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+ "111": "I-ADP+VERB",
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+ "112": "I-ADP+VERB+AUX",
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+ "113": "I-ADP+VERB+SCONJ",
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+ "114": "I-ADV",
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+ "115": "I-ADV+ADJ",
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+ "116": "I-ADV+ADJ+AUX",
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+ "117": "I-ADV+ADP",
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+ "118": "I-ADV+ADP+VERB",
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+ "119": "I-ADV+AUX",
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+ "120": "I-ADV+VERB",
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+ "121": "I-AUX",
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+ "122": "I-AUX+ADP",
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+ "123": "I-AUX+AUX",
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+ "124": "I-AUX+NOUN",
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+ "125": "I-AUX+VERB",
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+ "126": "I-AUX+VERB+SCONJ",
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+ "127": "I-CCONJ",
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+ "128": "I-CCONJ+PROPN",
142
+ "129": "I-DET",
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+ "130": "I-INTJ",
144
+ "131": "I-NOUN",
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+ "132": "I-NOUN+ADP+ADP",
146
+ "133": "I-NOUN+ADP+NOUN",
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+ "134": "I-NOUN+ADP+VERB",
148
+ "135": "I-NOUN+AUX",
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+ "136": "I-NOUN+AUX+ADP+VERB+AUX",
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+ "137": "I-NOUN+AUX+SCONJ",
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+ "138": "I-NOUN+NOUN",
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+ "139": "I-NOUN+SCONJ",
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+ "140": "I-NOUN+SCONJ+SCONJ",
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+ "141": "I-NOUN+VERB",
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+ "142": "I-NUM",
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+ "143": "I-NUM+ADP",
157
+ "144": "I-NUM+VERB",
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+ "145": "I-PART",
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+ "146": "I-PRON",
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+ "147": "I-PROPN",
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+ "148": "I-PROPN+ADP",
162
+ "149": "I-PROPN+ADP+NOUN",
163
+ "150": "I-PROPN+PROPN",
164
+ "151": "I-SCONJ",
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+ "152": "I-SCONJ+AUX",
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+ "153": "I-SCONJ+AUX+PART",
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+ "154": "I-SCONJ+AUX+SCONJ",
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+ "155": "I-SCONJ+SCONJ",
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+ "156": "I-SCONJ+VERB",
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+ "157": "I-SCONJ+VERB+SCONJ",
171
+ "158": "I-SYM",
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+ "159": "I-VERB",
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+ "160": "I-VERB+AUX",
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+ "161": "I-VERB+AUX+AUX",
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+ "162": "I-VERB+AUX+SCONJ",
176
+ "163": "I-VERB+AUX+SCONJ+SCONJ",
177
+ "164": "I-VERB+SCONJ",
178
+ "165": "I-VERB+SCONJ+ADP",
179
+ "166": "I-X",
180
+ "167": "INTJ",
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+ "168": "NOUN",
182
+ "169": "NOUN+ADJ",
183
+ "170": "NOUN+ADP",
184
+ "171": "NOUN+ADP+INTJ",
185
+ "172": "NOUN+ADP+VERB",
186
+ "173": "NOUN+AUX",
187
+ "174": "NOUN+SCONJ",
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+ "175": "NUM",
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+ "176": "NUM+NOUN",
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+ "177": "PART",
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+ "178": "PART+ADP",
192
+ "179": "PART+ADP+ADP",
193
+ "180": "PART+AUX",
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+ "181": "PART+AUX+ADP",
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+ "182": "PART+PART",
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+ "183": "PRON",
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+ "184": "PRON+ADP",
198
+ "185": "PRON+ADP+ADP",
199
+ "186": "PRON+AUX",
200
+ "187": "PRON+PRON",
201
+ "188": "PROPN",
202
+ "189": "PUNCT",
203
+ "190": "PUNCT+PUNCT",
204
+ "191": "PUNCT+PUNCT+PUNCT",
205
+ "192": "SCONJ",
206
+ "193": "SCONJ+ADP",
207
+ "194": "SCONJ+ADP+VERB",
208
+ "195": "SCONJ+ADP+VERB+AUX+SCONJ",
209
+ "196": "SCONJ+AUX+PART",
210
+ "197": "SCONJ+SCONJ",
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+ "198": "SCONJ+SCONJ+ADJ",
212
+ "199": "SCONJ+SCONJ+ADP",
213
+ "200": "SCONJ+SCONJ+SCONJ",
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216
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217
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218
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219
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220
+ "207": "VERB+AUX+SCONJ",
221
+ "208": "VERB+AUX+SCONJ+SCONJ",
222
+ "209": "VERB+PART",
223
+ "210": "VERB+SCONJ",
224
+ "211": "VERB+SCONJ+ADP",
225
+ "212": "X"
226
  },
227
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228
  "intermediate_size": 3072,
229
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305
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321
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354
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365
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366
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367
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370
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382
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401
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402
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409
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412
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417
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418
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419
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420
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421
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422
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424
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426
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429
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434
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435
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438
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439
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440
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441
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442
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443
  },
444
  "layer_norm_eps": 1e-12,
445
  "max_position_embeddings": 512,
 
448
  "num_hidden_layers": 12,
449
  "pad_token_id": 0,
450
  "position_embedding_type": "absolute",
451
+ "task_specific_params": {
452
+ "upos_multiword": {
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488
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492
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493
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494
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496
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497
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504
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507
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508
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509
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510
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512
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513
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514
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516
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517
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518
+ },
519
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520
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522
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523
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524
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526
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527
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528
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529
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533
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536
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537
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538
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539
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540
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541
+ ]
542
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543
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546
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547
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548
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550
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551
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552
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554
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555
+ ],
556
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557
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558
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559
+ ],
560
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561
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562
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563
+ ]
564
+ },
565
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567
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568
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569
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570
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571
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572
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573
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574
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575
+ "\u306e"
576
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577
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578
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579
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580
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581
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582
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583
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584
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585
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586
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587
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588
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589
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590
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591
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592
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593
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594
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595
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596
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597
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599
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600
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601
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602
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603
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604
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605
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607
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608
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612
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613
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614
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615
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616
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617
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618
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619
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620
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623
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624
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625
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627
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628
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629
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632
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636
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637
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639
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640
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641
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642
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644
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645
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648
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649
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650
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651
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652
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653
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654
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655
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656
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657
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658
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659
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660
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661
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662
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663
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664
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665
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666
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667
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668
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669
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670
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671
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672
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673
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674
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675
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676
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677
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678
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679
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680
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681
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683
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684
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685
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686
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687
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688
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689
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691
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692
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693
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694
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695
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697
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698
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699
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700
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702
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703
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704
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705
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706
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707
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711
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712
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714
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715
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716
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717
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721
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722
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724
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725
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726
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727
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728
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730
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731
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732
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733
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734
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1020
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1025
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1038
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1059
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1079
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1080
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1088
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1090
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1096
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1104
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1107
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1108
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1109
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1110
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1111
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1112
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1114
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1115
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1116
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1117
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1118
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1121
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1122
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1124
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1125
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1126
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1128
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1130
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1131
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1132
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1133
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1134
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1140
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1144
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1153
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1160
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1164
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1196
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1199
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1200
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1216
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1217
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1222
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1223
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1225
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1228
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1230
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1242
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1266
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1269
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1278
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1279
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1280
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1281
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1282
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1283
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1284
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1285
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1286
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1287
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1288
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1289
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1290
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1291
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1292
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1293
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1294
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1295
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1296
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1297
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1298
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1299
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1300
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1301
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1302
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1303
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1304
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1305
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1306
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1307
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1308
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1309
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1310
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1311
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1312
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1313
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1314
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1315
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1316
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1317
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1318
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1319
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1320
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1321
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1322
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1323
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1324
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1325
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1326
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1327
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1328
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1329
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1330
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1331
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1332
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1333
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1334
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1335
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1336
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1337
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1338
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1339
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1340
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1341
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1342
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1343
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1344
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1345
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1346
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1347
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1348
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1349
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1350
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1351
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1352
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1353
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1354
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1355
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1356
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1357
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1358
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1359
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1360
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1361
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1362
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1363
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1364
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1365
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1366
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1367
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1368
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1369
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1370
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1371
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1372
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1373
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1374
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1375
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1376
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1377
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1378
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1379
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1380
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1381
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1382
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1383
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1384
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1385
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1386
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1387
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1388
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1389
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1390
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1391
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1392
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1393
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1394
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1395
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1396
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1397
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1398
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1399
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1400
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1401
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1402
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1403
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1404
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1405
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1406
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1407
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1408
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1409
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1410
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1411
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1412
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1413
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1414
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1415
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1416
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1417
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1418
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1419
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1420
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1421
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1422
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1423
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1424
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1425
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1426
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1427
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1428
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1429
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1430
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1431
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1432
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1433
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1434
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1435
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1437
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1438
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1439
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1440
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1441
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1442
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1443
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1445
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1446
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1447
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1448
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1449
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1450
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1451
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1452
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1453
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1454
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1455
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1456
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1457
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1458
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1459
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1460
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1461
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1462
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1463
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1464
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1465
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1466
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1467
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1468
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1469
+ "\u5171"
1470
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1471
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1472
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1473
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1474
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1475
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1476
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1477
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1478
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1479
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1480
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1481
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1482
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1483
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1484
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1485
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1486
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1487
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1488
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1489
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1490
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1491
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1492
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1493
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1494
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1495
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1496
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1497
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1498
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1499
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1500
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1501
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1502
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1503
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1504
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1505
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1506
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1507
+ "\u3067\u306f\u306a\u304f"
1508
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1509
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1510
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1511
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1512
+ "\u3082\u306e",
1513
+ "\u3067\u3042\u308b",
1514
+ "\u304c"
1515
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1516
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1517
+ "NOUN+VERB": {
1518
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1519
+ "\u307e\u3063\u305f\u308a\u611f",
1520
+ "\u3042\u308a"
1521
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1522
+ "\u5fc3\u75db\u3093": [
1523
+ "\u5fc3",
1524
+ "\u75db\u3093"
1525
+ ]
1526
+ },
1527
+ "NUM+ADP": {
1528
+ "1992\u5e74\u3088\u308a": [
1529
+ "1992\u5e74",
1530
+ "\u3088\u308a"
1531
+ ],
1532
+ "1994\u5e74\u3088\u308a": [
1533
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1534
+ "\u3088\u308a"
1535
+ ]
1536
+ },
1537
+ "NUM+VERB": {
1538
+ "1000\u5186\u9802\u304d": [
1539
+ "1000\u5186",
1540
+ "\u9802\u304d"
1541
+ ],
1542
+ "10\u6642\u3059\u304e": [
1543
+ "10\u6642",
1544
+ "\u3059\u304e"
1545
+ ]
1546
+ },
1547
+ "PART+ADP": {
1548
+ "\u3060\u3051\u3067": [
1549
+ "\u3060\u3051",
1550
+ "\u3067"
1551
+ ],
1552
+ "\u306a\u3069\u3068": [
1553
+ "\u306a\u3069",
1554
+ "\u3068"
1555
+ ],
1556
+ "\u306a\u3069\u306b": [
1557
+ "\u306a\u3069",
1558
+ "\u306b"
1559
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1560
+ "\u306a\u3069\u3082": [
1561
+ "\u306a\u3069",
1562
+ "\u3082"
1563
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1564
+ "\u307e\u3067\u304c": [
1565
+ "\u307e\u3067",
1566
+ "\u304c"
1567
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1568
+ "\u307e\u3067\u306b": [
1569
+ "\u307e\u3067",
1570
+ "\u306b"
1571
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1572
+ "\u307e\u3067\u306f": [
1573
+ "\u307e\u3067",
1574
+ "\u306f"
1575
+ ],
1576
+ "\u3088\u3063\u3066": [
1577
+ "\u3088",
1578
+ "\u3063\u3066"
1579
+ ]
1580
+ },
1581
+ "PART+ADP+ADP": {
1582
+ "\u3060\u3051\u3067\u3082": [
1583
+ "\u3060\u3051",
1584
+ "\u3067",
1585
+ "\u3082"
1586
+ ],
1587
+ "\u307e\u3067\u306b\u306f": [
1588
+ "\u307e\u3067",
1589
+ "\u306b",
1590
+ "\u306f"
1591
+ ]
1592
+ },
1593
+ "PART+AUX": {
1594
+ "\u3060\u3051\u3067": [
1595
+ "\u3060\u3051",
1596
+ "\u3067"
1597
+ ]
1598
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1599
+ "PART+AUX+ADP": {
1600
+ "\u3060\u3051\u3067\u306f": [
1601
+ "\u3060\u3051",
1602
+ "\u3067",
1603
+ "\u306f"
1604
+ ]
1605
+ },
1606
+ "PART+PART": {
1607
+ "\u304b\u306d": [
1608
+ "\u304b",
1609
+ "\u306d"
1610
+ ]
1611
+ },
1612
+ "PRON+ADP": {
1613
+ "\u305d\u308c\u3067": [
1614
+ "\u305d\u308c",
1615
+ "\u3067"
1616
+ ],
1617
+ "\u306a\u3093\u304b": [
1618
+ "\u306a\u3093",
1619
+ "\u304b"
1620
+ ],
1621
+ "\u306a\u3093\u3068": [
1622
+ "\u306a\u3093",
1623
+ "\u3068"
1624
+ ]
1625
+ },
1626
+ "PRON+ADP+ADP": {
1627
+ "\u4f55\u3068\u3082": [
1628
+ "\u4f55",
1629
+ "\u3068",
1630
+ "\u3082"
1631
+ ]
1632
+ },
1633
+ "PRON+PRON": {
1634
+ "\u8ab0\u5f7c": [
1635
+ "\u8ab0",
1636
+ "\u5f7c"
1637
+ ]
1638
+ },
1639
+ "PROPN+ADP": {
1640
+ "\u5143\u9855\u606d\u3084": [
1641
+ "\u5143\u9855\u606d",
1642
+ "\u3084"
1643
+ ],
1644
+ "\u859b\u6319\u304c": [
1645
+ "\u859b\u6319",
1646
+ "\u304c"
1647
+ ]
1648
+ },
1649
+ "PROPN+ADP+NOUN": {
1650
+ "\u6e0b\u6728\u306e\u5b9f\u6226\u5411\u304d": [
1651
+ "\u6e0b\u6728",
1652
+ "\u306e",
1653
+ "\u5b9f\u6226\u5411\u304d"
1654
+ ]
1655
+ },
1656
+ "PROPN+PROPN": {
1657
+ "\u6771\u5317\u5927\u5b66\u6559\u6388\u5343\u8449\u80e4\u6210": [
1658
+ "\u6771\u5317\u5927\u5b66",
1659
+ "\u6559\u6388\u5343\u8449\u80e4\u6210"
1660
+ ]
1661
+ },
1662
+ "PUNCT+PUNCT": {
1663
+ "\u300f\u300e": [
1664
+ "\u300f",
1665
+ "\u300e"
1666
+ ]
1667
+ },
1668
+ "SCONJ+ADP": {
1669
+ "\u3066\u304f\u308b\u3068": [
1670
+ "\u3066\u304f\u308b",
1671
+ "\u3068"
1672
+ ]
1673
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1674
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1675
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1676
+ "\u306e\u3067",
1677
+ "\u306f",
1678
+ "\u3042\u308b"
1679
+ ]
1680
+ },
1681
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1682
+ "\u3056\u308b\u3092\u5f97\u307e\u305b\u3093": [
1683
+ "\u3056\u308b",
1684
+ "\u3092",
1685
+ "\u5f97",
1686
+ "\u307e\u305b",
1687
+ "\u3093"
1688
+ ]
1689
+ },
1690
+ "SCONJ+AUX": {
1691
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1692
+ "\u3066\u307f",
1693
+ "\u305f\u3044"
1694
+ ],
1695
+ "\u306e\u3060\u3063\u305f": [
1696
+ "\u306e\u3060\u3063",
1697
+ "\u305f"
1698
+ ],
1699
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1700
+ "\u3093\u3060\u3063",
1701
+ "\u305f\u3089"
1702
+ ]
1703
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1704
+ "SCONJ+AUX+PART": {
1705
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1706
+ "\u3066\u3044",
1707
+ "\u305f",
1708
+ "\u3060\u3051"
1709
+ ],
1710
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1711
+ "\u3066\u307f",
1712
+ "\u305f\u3044",
1713
+ "\u306a\u30fc"
1714
+ ]
1715
+ },
1716
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1717
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1718
+ "\u3066\u3044",
1719
+ "\u305f",
1720
+ "\u3057"
1721
+ ]
1722
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1723
+ "SCONJ+SCONJ": {
1724
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1725
+ "\u304b\u3082\u77e5\u308c\u307e\u305b\u3093",
1726
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1727
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1728
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1729
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1730
+ "\u306e"
1731
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1732
+ "\u3066\u3042\u3063\u3066": [
1733
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1734
+ "\u3066"
1735
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1736
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1737
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1738
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1739
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1740
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1741
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1742
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1743
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1744
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1745
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1746
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1747
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1748
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1749
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1750
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1751
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1752
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1753
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1754
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1755
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1756
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1757
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1758
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1759
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1760
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1761
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1762
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1763
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1764
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1765
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1766
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1767
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1768
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1769
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1770
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1771
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1772
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1773
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1774
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1775
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+ size 1167377451
tokenizer_config.json CHANGED
@@ -1 +1 @@
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- {"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "tokenizer_class": "RemBertTokenizer"}
 
1
+ {"do_lower_case": false, "remove_space": true, "keep_accents": true, "bos_token": "[CLS]", "eos_token": "[SEP]", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": {"content": "[MASK]", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "model_max_length": 512, "tokenizer_class": "RemBertTokenizerFast"}