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KoichiYasuoka
/
deberta-base-ainu-upos

Token Classification
Transformers
PyTorch
Ainu (Japan)
deberta-v2
ainu
pos
dependency-parsing
Inference Endpoints
Model card Files Community
6
KoichiYasuoka commited on
Commit
97abf94
·
1 Parent(s): a67b11b

model improved

Browse files
Files changed (3) hide show
  1. config.json +322 -308
  2. pytorch_model.bin +2 -2
  3. supar.model +2 -2
config.json CHANGED
@@ -23,160 +23,162 @@
23
  "11": "B-ADV|\u526f\u8a5e|_",
24
  "12": "B-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
25
  "13": "B-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
26
- "14": "B-AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
27
- "15": "B-AUX|\u52a9\u52d5\u8a5e|_",
28
- "16": "B-AUX|\u52a9\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
29
- "17": "B-AUX|\u52a9\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
30
- "18": "B-CCONJ|\u63a5\u7d9a\u8a5e|_",
31
- "19": "B-DET|\u9023\u4f53\u8a5e|_",
32
- "20": "B-DET|\u9023\u4f53\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
33
- "21": "B-INTJ|\u9593\u6295\u8a5e|_",
34
- "22": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
35
- "23": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
36
- "24": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_+NOUN|\u540d\u8a5e|_",
37
- "25": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
38
- "26": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
39
- "27": "B-NOUN|\u540d\u8a5e|_",
40
- "28": "B-NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
41
- "29": "B-NOUN|\u540d\u8a5e|_+ADV|\u526f\u8a5e|_",
42
- "30": "B-NOUN|\u540d\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
43
- "31": "B-NOUN|\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
44
- "32": "B-NOUN|\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
45
- "33": "B-NOUN|\u540d\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
46
- "34": "B-NOUN|\u540d\u8a5e|_+SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
47
- "35": "B-NOUN|\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
48
- "36": "B-NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
49
- "37": "B-NUM|\u6570\u8a5e|_",
50
- "38": "B-NUM|\u6570\u8a5e|_+NOUN|\u540d\u8a5e|_",
51
- "39": "B-NUM|\u6570\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
52
- "40": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_",
53
- "41": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
54
- "42": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
55
- "43": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
56
- "44": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u4ed6\u52d5\u8a5e|_",
57
- "45": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u81ea\u52d5\u8a5e|_",
58
- "46": "B-PART|\u63a5\u5c3e\u8f9e|_",
59
- "47": "B-PART|\u63a5\u982d\u8f9e|_",
60
- "48": "B-PART|\u7d42\u52a9\u8a5e|_",
61
- "49": "B-PART|\u7d42\u52a9\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
62
- "50": "B-PRON|\u4ee3\u540d\u8a5e|_",
63
- "51": "B-PROPN|\u56fa\u6709\u540d\u8a5e|_",
64
- "52": "B-PROPN|\u56fa\u6709\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
65
- "53": "B-PUNCT|\u8a18\u53f7|_",
66
- "54": "B-SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
67
- "55": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
68
- "56": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+ADV|\u526f\u8a5e|_",
69
- "57": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+DET|\u9023\u4f53\u8a5e|_",
70
- "58": "B-SCONJ|\u63a5\u7d9a\u8a5e|_",
71
- "59": "B-SYM|_|_",
72
- "60": "B-VERB|\u4ed6\u52d5\u8a5e|_",
73
- "61": "B-VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_",
74
- "62": "B-VERB|\u4ed6\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
75
- "63": "B-VERB|\u5b8c\u5168\u52d5\u8a5e|_",
76
- "64": "B-VERB|\u81ea\u52d5\u8a5e|_",
77
- "65": "B-VERB|\u81ea\u52d5\u8a5e|_+PART|\u4eba\u79f0\u63a5\u8f9e|_",
78
- "66": "B-VERB|\u81ea\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
79
- "67": "B-VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
80
- "68": "B-X|_|_",
81
- "69": "CCONJ|\u63a5\u7d9a\u8a5e|_",
82
- "70": "DET|\u9023\u4f53\u8a5e|_",
83
- "71": "DET|\u9023\u4f53\u8a5e|_+NOUN|\u540d\u8a5e|_",
84
- "72": "DET|\u9023\u4f53\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_",
85
- "73": "I-ADP|\u526f\u52a9\u8a5e|_",
86
- "74": "I-ADP|\u683c\u52a9\u8a5e|_",
87
- "75": "I-ADP|\u683c\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_",
88
- "76": "I-ADP|\u683c\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
89
- "77": "I-ADV|\u526f\u8a5e|_",
90
- "78": "I-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
91
- "79": "I-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
92
- "80": "I-AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
93
- "81": "I-AUX|\u52a9\u52d5\u8a5e|_",
94
- "82": "I-AUX|\u52a9\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
95
- "83": "I-AUX|\u52a9\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
96
- "84": "I-CCONJ|\u63a5\u7d9a\u8a5e|_",
97
- "85": "I-DET|\u9023\u4f53\u8a5e|_",
98
- "86": "I-DET|\u9023\u4f53\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
99
- "87": "I-INTJ|\u9593\u6295\u8a5e|_",
100
- "88": "I-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
101
- "89": "I-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
102
- "90": "I-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_+NOUN|\u540d\u8a5e|_",
103
- "91": "I-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
104
- "92": "I-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
105
- "93": "I-NOUN|\u540d\u8a5e|_",
106
- "94": "I-NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
107
- "95": "I-NOUN|\u540d\u8a5e|_+ADV|\u526f\u8a5e|_",
108
- "96": "I-NOUN|\u540d\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
109
- "97": "I-NOUN|\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
110
- "98": "I-NOUN|\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
111
- "99": "I-NOUN|\u540d\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
112
- "100": "I-NOUN|\u540d\u8a5e|_+SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
113
- "101": "I-NOUN|\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
114
- "102": "I-NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
115
- "103": "I-NUM|\u6570\u8a5e|_",
116
- "104": "I-NUM|\u6570\u8a5e|_+NOUN|\u540d\u8a5e|_",
117
- "105": "I-NUM|\u6570\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
118
- "106": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_",
119
- "107": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
120
- "108": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
121
- "109": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
122
- "110": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u4ed6\u52d5\u8a5e|_",
123
- "111": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u81ea\u52d5\u8a5e|_",
124
- "112": "I-PART|\u63a5\u5c3e\u8f9e|_",
125
- "113": "I-PART|\u63a5\u982d\u8f9e|_",
126
- "114": "I-PART|\u7d42\u52a9\u8a5e|_",
127
- "115": "I-PART|\u7d42\u52a9\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
128
- "116": "I-PRON|\u4ee3\u540d\u8a5e|_",
129
- "117": "I-PROPN|\u56fa\u6709\u540d\u8a5e|_",
130
- "118": "I-PROPN|\u56fa\u6709\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
131
- "119": "I-PUNCT|\u8a18\u53f7|_",
132
- "120": "I-SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
133
- "121": "I-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
134
- "122": "I-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+ADV|\u526f\u8a5e|_",
135
- "123": "I-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+DET|\u9023\u4f53\u8a5e|_",
136
- "124": "I-SCONJ|\u63a5\u7d9a\u8a5e|_",
137
- "125": "I-SYM|_|_",
138
- "126": "I-VERB|\u4ed6\u52d5\u8a5e|_",
139
- "127": "I-VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_",
140
- "128": "I-VERB|\u4ed6\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
141
- "129": "I-VERB|\u5b8c\u5168\u52d5\u8a5e|_",
142
- "130": "I-VERB|\u81ea\u52d5\u8a5e|_",
143
- "131": "I-VERB|\u81ea\u52d5\u8a5e|_+PART|\u4eba\u79f0\u63a5\u8f9e|_",
144
- "132": "I-VERB|\u81ea\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
145
- "133": "I-VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
146
- "134": "I-X|_|_",
147
- "135": "INTJ|\u9593\u6295\u8a5e|_",
148
- "136": "NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
149
- "137": "NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
150
- "138": "NOUN|\u540d\u8a5e|_",
151
- "139": "NOUN|\u540d\u8a5e|_+ADP|\u526f\u52a9\u8a5e|_",
152
- "140": "NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
153
- "141": "NOUN|\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
154
- "142": "NOUN|\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
155
- "143": "NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
156
- "144": "NUM|\u6570\u8a5e|_",
157
- "145": "PART|\u4eba\u79f0\u63a5\u8f9e|_",
158
- "146": "PART|\u4eba\u79f0\u63a5\u8f9e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
159
- "147": "PART|\u4eba\u79f0\u63a5\u8f9e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
160
- "148": "PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u4ed6\u52d5\u8a5e|_",
161
- "149": "PART|\u63a5\u5c3e\u8f9e|_",
162
- "150": "PART|\u63a5\u982d\u8f9e|_",
163
- "151": "PART|\u7d42\u52a9\u8a5e|_",
164
- "152": "PROPN|\u56fa\u6709\u540d\u8a5e|_",
165
- "153": "PUNCT|\u8a18\u53f7|_",
166
- "154": "SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
167
- "155": "SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
168
- "156": "SCONJ|\u63a5\u7d9a\u8a5e|_",
169
- "157": "SYM",
170
- "158": "SYM|_|_",
171
- "159": "VERB|\u4ed6\u52d5\u8a5e|_",
172
- "160": "VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
173
- "161": "VERB|\u4ed6\u52d5\u8a5e|_+PART|\u63a5\u5c3e\u8f9e|_",
174
- "162": "VERB|\u5b8c\u5168\u52d5\u8a5e|_",
175
- "163": "VERB|\u81ea\u52d5\u8a5e|_",
176
- "164": "VERB|\u81ea\u52d5\u8a5e|_+AUX|\u52a9\u52d5\u8a5e|_",
177
- "165": "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_",
178
- "166": "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
179
- "167": "VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_"
 
 
180
  },
181
  "initializer_range": 0.02,
182
  "intermediate_size": 3072,
@@ -195,160 +197,162 @@
195
  "B-ADV|\u526f\u8a5e|_": 11,
196
  "B-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_": 12,
197
  "B-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 13,
198
- "B-AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 14,
199
- "B-AUX|\u52a9\u52d5\u8a5e|_": 15,
200
- "B-AUX|\u52a9\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 16,
201
- "B-AUX|\u52a9\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_": 17,
202
- "B-CCONJ|\u63a5\u7d9a\u8a5e|_": 18,
203
- "B-DET|\u9023\u4f53\u8a5e|_": 19,
204
- "B-DET|\u9023\u4f53\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 20,
205
- "B-INTJ|\u9593\u6295\u8a5e|_": 21,
206
- "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_": 22,
207
- "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_": 23,
208
- "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_+NOUN|\u540d\u8a5e|_": 24,
209
- "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_": 25,
210
- "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_": 26,
211
- "B-NOUN|\u540d\u8a5e|_": 27,
212
- "B-NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_": 28,
213
- "B-NOUN|\u540d\u8a5e|_+ADV|\u526f\u8a5e|_": 29,
214
- "B-NOUN|\u540d\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 30,
215
- "B-NOUN|\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_": 31,
216
- "B-NOUN|\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_": 32,
217
- "B-NOUN|\u540d\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 33,
218
- "B-NOUN|\u540d\u8a5e|_+SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_": 34,
219
- "B-NOUN|\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_": 35,
220
- "B-NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 36,
221
- "B-NUM|\u6570\u8a5e|_": 37,
222
- "B-NUM|\u6570\u8a5e|_+NOUN|\u540d\u8a5e|_": 38,
223
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252
- "B-X|_|_": 68,
253
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- "DET|\u9023\u4f53\u8a5e|_": 70,
255
- "DET|\u9023\u4f53\u8a5e|_+NOUN|\u540d\u8a5e|_": 71,
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- "DET|\u9023\u4f53\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_": 72,
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- "I-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 79,
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- "I-NOUN|\u540d\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 96,
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- "I-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+DET|\u9023\u4f53\u8a5e|_": 123,
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333
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334
- "PART|\u63a5\u982d\u8f9e|_": 150,
335
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340
- "SCONJ|\u63a5\u7d9a\u8a5e|_": 156,
341
- "SYM": 157,
342
- "SYM|_|_": 158,
343
- "VERB|\u4ed6\u52d5\u8a5e|_": 159,
344
- "VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 160,
345
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346
- "VERB|\u5b8c\u5168\u52d5\u8a5e|_": 162,
347
- "VERB|\u81ea\u52d5\u8a5e|_": 163,
348
- "VERB|\u81ea\u52d5\u8a5e|_+AUX|\u52a9\u52d5\u8a5e|_": 164,
349
- "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_": 165,
350
- "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": 166,
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- "VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_": 167
 
 
352
  },
353
  "layer_norm_eps": 1e-07,
354
  "max_position_embeddings": 512,
@@ -393,6 +397,12 @@
393
  "ne"
394
  ]
395
  },
 
 
 
 
 
 
396
  "AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_": {
397
  "nep": [
398
  "ne",
@@ -631,6 +641,10 @@
631
  "\u30e2\u30b7\u30ed\u31fd": [
632
  "\u30e2\u30b7\u31fc",
633
  "\u30aa\u31fd"
 
 
 
 
634
  ]
635
  },
636
  "NOUN|\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_": {
 
23
  "11": "B-ADV|\u526f\u8a5e|_",
24
  "12": "B-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
25
  "13": "B-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
26
+ "14": "B-ADV|\u526f\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
27
+ "15": "B-AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
28
+ "16": "B-AUX|\u52a9\u52d5\u8a5e|_",
29
+ "17": "B-AUX|\u52a9\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
30
+ "18": "B-AUX|\u52a9\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
31
+ "19": "B-CCONJ|\u63a5\u7d9a\u8a5e|_",
32
+ "20": "B-DET|\u9023\u4f53\u8a5e|_",
33
+ "21": "B-DET|\u9023\u4f53\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
34
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35
+ "23": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
36
+ "24": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
37
+ "25": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_+NOUN|\u540d\u8a5e|_",
38
+ "26": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
39
+ "27": "B-NOUN|\u4f4d\u7f6e\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
40
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41
+ "29": "B-NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
42
+ "30": "B-NOUN|\u540d\u8a5e|_+ADV|\u526f\u8a5e|_",
43
+ "31": "B-NOUN|\u540d\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
44
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45
+ "33": "B-NOUN|\u540d\u8a5e|_+NOUN|\u540d\u8a5e|_",
46
+ "34": "B-NOUN|\u540d\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
47
+ "35": "B-NOUN|\u540d\u8a5e|_+SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
48
+ "36": "B-NOUN|\u540d\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
49
+ "37": "B-NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
50
+ "38": "B-NUM|\u6570\u8a5e|_",
51
+ "39": "B-NUM|\u6570\u8a5e|_+NOUN|\u540d\u8a5e|_",
52
+ "40": "B-NUM|\u6570\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
53
+ "41": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_",
54
+ "42": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
55
+ "43": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
56
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57
+ "45": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u4ed6\u52d5\u8a5e|_",
58
+ "46": "B-PART|\u4eba\u79f0\u63a5\u8f9e|_+VERB|\u81ea\u52d5\u8a5e|_",
59
+ "47": "B-PART|\u63a5\u5c3e\u8f9e|_",
60
+ "48": "B-PART|\u63a5\u982d\u8f9e|_",
61
+ "49": "B-PART|\u7d42\u52a9\u8a5e|_",
62
+ "50": "B-PART|\u7d42\u52a9\u8a5e|_+VERB|\u4ed6\u52d5\u8a5e|_",
63
+ "51": "B-PRON|\u4ee3\u540d\u8a5e|_",
64
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65
+ "53": "B-PROPN|\u56fa\u6709\u540d\u8a5e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
66
+ "54": "B-PUNCT|\u8a18\u53f7|_",
67
+ "55": "B-SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
68
+ "56": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
69
+ "57": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+ADV|\u526f\u8a5e|_",
70
+ "58": "B-SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+DET|\u9023\u4f53\u8a5e|_",
71
+ "59": "B-SCONJ|\u63a5\u7d9a\u8a5e|_",
72
+ "60": "B-SYM|_|_",
73
+ "61": "B-VERB|\u4ed6\u52d5\u8a5e|_",
74
+ "62": "B-VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_",
75
+ "63": "B-VERB|\u4ed6\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
76
+ "64": "B-VERB|\u5b8c\u5168\u52d5\u8a5e|_",
77
+ "65": "B-VERB|\u81ea\u52d5\u8a5e|_",
78
+ "66": "B-VERB|\u81ea\u52d5\u8a5e|_+PART|\u4eba\u79f0\u63a5\u8f9e|_",
79
+ "67": "B-VERB|\u81ea\u52d5\u8a5e|_+PART|\u7d42\u52a9\u8a5e|_",
80
+ "68": "B-VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
81
+ "69": "B-X|_|_",
82
+ "70": "CCONJ|\u63a5\u7d9a\u8a5e|_",
83
+ "71": "DET|\u9023\u4f53\u8a5e|_",
84
+ "72": "DET|\u9023\u4f53\u8a5e|_+NOUN|\u540d\u8a5e|_",
85
+ "73": "DET|\u9023\u4f53\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_",
86
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87
+ "75": "I-ADP|\u683c\u52a9\u8a5e|_",
88
+ "76": "I-ADP|\u683c\u52a9\u8a5e|_+VERB|\u81ea\u52d5\u8a5e|_",
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91
+ "79": "I-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
92
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93
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94
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98
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100
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+ "105": "I-NUM|\u6570\u8a5e|_",
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+ "107": "I-NUM|\u6570\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
120
+ "108": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_",
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+ "109": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_",
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+ "110": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+NOUN|\u4f4d\u7f6e\u540d\u8a5e|_",
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+ "111": "I-PART|\u4eba\u79f0\u63a5\u8f9e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
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139
+ "127": "I-SYM|_|_",
140
+ "128": "I-VERB|\u4ed6\u52d5\u8a5e|_",
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144
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+ "142": "NOUN|\u540d\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_",
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+ "145": "NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
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+ "146": "NUM|\u6570\u8a5e|_",
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+ "147": "PART|\u4eba\u79f0\u63a5\u8f9e|_",
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+ "154": "PROPN|\u56fa\u6709\u540d\u8a5e|_",
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+ "155": "PUNCT|\u8a18\u53f7|_",
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+ "156": "SCONJ|\u5f8c\u7f6e\u526f\u8a5e|_",
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+ "157": "SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_",
170
+ "158": "SCONJ|\u63a5\u7d9a\u8a5e|_",
171
+ "159": "SYM",
172
+ "160": "SYM|_|_",
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+ "161": "VERB|\u4ed6\u52d5\u8a5e|_",
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+ "162": "VERB|\u4ed6\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
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+ "163": "VERB|\u4ed6\u52d5\u8a5e|_+PART|\u63a5\u5c3e\u8f9e|_",
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+ "164": "VERB|\u5b8c\u5168\u52d5\u8a5e|_",
177
+ "165": "VERB|\u81ea\u52d5\u8a5e|_",
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+ "166": "VERB|\u81ea\u52d5\u8a5e|_+AUX|\u52a9\u52d5\u8a5e|_",
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+ "167": "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u540d\u8a5e|_",
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+ "168": "VERB|\u81ea\u52d5\u8a5e|_+NOUN|\u5f62\u5f0f\u540d\u8a5e|_",
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+ "169": "VERB|\u81ea\u52d5\u8a5e|_+SCONJ|\u63a5\u7d9a\u52a9\u8a5e|_"
182
  },
183
  "initializer_range": 0.02,
184
  "intermediate_size": 3072,
 
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  "B-ADV|\u526f\u8a5e|_": 11,
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  "B-ADV|\u526f\u8a5e|_+ADP|\u683c\u52a9\u8a5e|_": 12,
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  "B-ADV|\u526f\u8a5e|_+AUX|\u30c7\u30a2\u30eb\u52d5\u8a5e|_": 13,
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  "nep": [
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641
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  "\u30aa\u31fd"
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