File size: 4,966 Bytes
108c904
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
{
  "_name_or_path": "bert-base-cased",
  "architectures": [
    "BertForTokenClassification"
  ],
  "attention_probs_dropout_prob": 0.1,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "B-Description",
    "1": "B-Responsibility",
    "2": "I-AcademicWritingMoves",
    "3": "B-Strategic",
    "4": "I-Contingent",
    "5": "I-InformationStates",
    "6": "I-Interactive",
    "7": "B-SyntacticComplexity",
    "8": "B-InformationChange",
    "9": "I-Description",
    "10": "I-Narrative",
    "11": "B-InformationTopics",
    "12": "B-MetadiscourseInteractive",
    "13": "I-InformationPlace",
    "14": "I-Responsibility",
    "15": "I-Reasoning",
    "16": "B-InformationExposition",
    "17": "B-ForceStressed",
    "18": "B-ConfidenceHedged",
    "19": "B-Character",
    "20": "B-Updates",
    "21": "I-InformationReportVerbs",
    "22": "B-InformationChangePositive",
    "23": "B-PublicTerms",
    "24": "I-MetadiscourseCohesive",
    "25": "O",
    "26": "B-AcademicTerms",
    "27": "I-MetadiscourseInteractive",
    "28": "I-Updates",
    "29": "I-Negative",
    "30": "B-InformationPlace",
    "31": "B-Interactive",
    "32": "I-AcademicTerms",
    "33": "I-CitationAuthority",
    "34": "I-Citation",
    "35": "B-Narrative",
    "36": "I-PublicTerms",
    "37": "B-CitationAuthority",
    "38": "B-Reasoning",
    "39": "I-InformationExposition",
    "40": "I-Facilitate",
    "41": "B-FirstPerson",
    "42": "I-ConfidenceHedged",
    "43": "I-FirstPerson",
    "44": "I-Character",
    "45": "B-ConfidenceLow",
    "46": "B-MetadiscourseCohesive",
    "47": "B-InformationChangeNegative",
    "48": "B-Uncertainty",
    "49": "B-AcademicWritingMoves",
    "50": "I-ConfidenceLow",
    "51": "I-Strategic",
    "52": "I-SyntacticComplexity",
    "53": "B-Negative",
    "54": "I-Inquiry",
    "55": "I-InformationChangeNegative",
    "56": "I-InformationTopics",
    "57": "B-Future",
    "58": "I-ConfidenceHigh",
    "59": "B-Positive",
    "60": "B-CitationHedged",
    "61": "I-CitationHedged",
    "62": "I-ForceStressed",
    "63": "B-Inquiry",
    "64": "I-InformationChangePositive",
    "65": "B-ConfidenceHigh",
    "66": "I-Uncertainty",
    "67": "B-InformationReportVerbs",
    "68": "I-InformationChange",
    "69": "B-Citation",
    "70": "B-InformationStates",
    "71": "I-Future",
    "72": "B-Facilitate",
    "73": "I-Positive",
    "74": "B-Contingent",
    "75": "PAD"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "B-AcademicTerms": 26,
    "B-AcademicWritingMoves": 49,
    "B-Character": 19,
    "B-Citation": 69,
    "B-CitationAuthority": 37,
    "B-CitationHedged": 60,
    "B-ConfidenceHedged": 18,
    "B-ConfidenceHigh": 65,
    "B-ConfidenceLow": 45,
    "B-Contingent": 74,
    "B-Description": 0,
    "B-Facilitate": 72,
    "B-FirstPerson": 41,
    "B-ForceStressed": 17,
    "B-Future": 57,
    "B-InformationChange": 8,
    "B-InformationChangeNegative": 47,
    "B-InformationChangePositive": 22,
    "B-InformationExposition": 16,
    "B-InformationPlace": 30,
    "B-InformationReportVerbs": 67,
    "B-InformationStates": 70,
    "B-InformationTopics": 11,
    "B-Inquiry": 63,
    "B-Interactive": 31,
    "B-MetadiscourseCohesive": 46,
    "B-MetadiscourseInteractive": 12,
    "B-Narrative": 35,
    "B-Negative": 53,
    "B-Positive": 59,
    "B-PublicTerms": 23,
    "B-Reasoning": 38,
    "B-Responsibility": 1,
    "B-Strategic": 3,
    "B-SyntacticComplexity": 7,
    "B-Uncertainty": 48,
    "B-Updates": 20,
    "I-AcademicTerms": 32,
    "I-AcademicWritingMoves": 2,
    "I-Character": 44,
    "I-Citation": 34,
    "I-CitationAuthority": 33,
    "I-CitationHedged": 61,
    "I-ConfidenceHedged": 42,
    "I-ConfidenceHigh": 58,
    "I-ConfidenceLow": 50,
    "I-Contingent": 4,
    "I-Description": 9,
    "I-Facilitate": 40,
    "I-FirstPerson": 43,
    "I-ForceStressed": 62,
    "I-Future": 71,
    "I-InformationChange": 68,
    "I-InformationChangeNegative": 55,
    "I-InformationChangePositive": 64,
    "I-InformationExposition": 39,
    "I-InformationPlace": 13,
    "I-InformationReportVerbs": 21,
    "I-InformationStates": 5,
    "I-InformationTopics": 56,
    "I-Inquiry": 54,
    "I-Interactive": 6,
    "I-MetadiscourseCohesive": 24,
    "I-MetadiscourseInteractive": 27,
    "I-Narrative": 10,
    "I-Negative": 29,
    "I-Positive": 73,
    "I-PublicTerms": 36,
    "I-Reasoning": 15,
    "I-Responsibility": 14,
    "I-Strategic": 51,
    "I-SyntacticComplexity": 52,
    "I-Uncertainty": 66,
    "I-Updates": 28,
    "O": 25,
    "PAD": 75
  },
  "layer_norm_eps": 1e-12,
  "max_position_embeddings": 512,
  "model_type": "bert",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "position_embedding_type": "absolute",
  "transformers_version": "4.3.3",
  "type_vocab_size": 2,
  "use_cache": true,
  "vocab_size": 28996
}