Commit
•
c0e2ec7
1
Parent(s):
060a64d
initial release
Browse files- README.md +39 -3
- config.json +2198 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- supar.model +3 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- vocab.json +0 -0
README.md
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---
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language:
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- "en"
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tags:
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- "english"
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- "token-classification"
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- "pos"
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- "dependency-parsing"
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datasets:
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- "universal_dependencies"
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license: "cc-by-sa-4.0"
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pipeline_tag: "token-classification"
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---
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# roberta-large-english-upos
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## Model Description
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This is a RoBERTa model pre-trained with [UD_English](https://universaldependencies.org/en/) for POS-tagging and dependency-parsing, derived from [roberta-large](https://huggingface.co/roberta-large). Every word is tagged by [UPOS](https://universaldependencies.org/u/pos/) (Universal Part-Of-Speech).
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## How to Use
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```py
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from transformers import AutoTokenizer,AutoModelForTokenClassification
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tokenizer=AutoTokenizer.from_pretrained("KoichiYasuoka/roberta-large-english-upos")
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model=AutoModelForTokenClassification.from_pretrained("KoichiYasuoka/roberta-large-english-upos")
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```
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or
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```py
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import esupar
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nlp=esupar.load("KoichiYasuoka/roberta-large-english-upos")
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```
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## See Also
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[esupar](https://github.com/KoichiYasuoka/esupar): Tokenizer POS-tagger and Dependency-parser with BERT/RoBERTa models
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config.json
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|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"RobertaForTokenClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"bos_token_id": 0,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"eos_token_id": 2,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 1024,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "ADJ",
|
| 14 |
+
"1": "ADP",
|
| 15 |
+
"2": "ADP+DET",
|
| 16 |
+
"3": "ADP+PRON",
|
| 17 |
+
"4": "ADV",
|
| 18 |
+
"5": "ADV+AUX",
|
| 19 |
+
"6": "ADV+PART",
|
| 20 |
+
"7": "AUX",
|
| 21 |
+
"8": "AUX+PART",
|
| 22 |
+
"9": "B-ADJ",
|
| 23 |
+
"10": "B-ADJ+ADJ",
|
| 24 |
+
"11": "B-ADJ+NOUN",
|
| 25 |
+
"12": "B-ADJ+NOUN+NOUN",
|
| 26 |
+
"13": "B-ADJ+PART",
|
| 27 |
+
"14": "B-ADJ+PROPN",
|
| 28 |
+
"15": "B-ADJ+PUNCT",
|
| 29 |
+
"16": "B-ADP",
|
| 30 |
+
"17": "B-ADP+ADJ",
|
| 31 |
+
"18": "B-ADP+NOUN",
|
| 32 |
+
"19": "B-ADP+PRON",
|
| 33 |
+
"20": "B-ADV",
|
| 34 |
+
"21": "B-ADV+AUX",
|
| 35 |
+
"22": "B-ADV+PUNCT",
|
| 36 |
+
"23": "B-AUX",
|
| 37 |
+
"24": "B-AUX+ADV",
|
| 38 |
+
"25": "B-AUX+PART",
|
| 39 |
+
"26": "B-AUX+PART+VERB",
|
| 40 |
+
"27": "B-AUX+VERB",
|
| 41 |
+
"28": "B-CCONJ",
|
| 42 |
+
"29": "B-DET",
|
| 43 |
+
"30": "B-DET+AUX",
|
| 44 |
+
"31": "B-DET+NOUN",
|
| 45 |
+
"32": "B-INTJ",
|
| 46 |
+
"33": "B-INTJ+PUNCT",
|
| 47 |
+
"34": "B-NOUN",
|
| 48 |
+
"35": "B-NOUN+ADJ",
|
| 49 |
+
"36": "B-NOUN+ADP",
|
| 50 |
+
"37": "B-NOUN+AUX",
|
| 51 |
+
"38": "B-NOUN+NOUN",
|
| 52 |
+
"39": "B-NOUN+NOUN+VERB",
|
| 53 |
+
"40": "B-NOUN+PART",
|
| 54 |
+
"41": "B-NOUN+PROPN",
|
| 55 |
+
"42": "B-NOUN+PUNCT",
|
| 56 |
+
"43": "B-NOUN+SCONJ",
|
| 57 |
+
"44": "B-NOUN+VERB",
|
| 58 |
+
"45": "B-NUM",
|
| 59 |
+
"46": "B-PART",
|
| 60 |
+
"47": "B-PRON",
|
| 61 |
+
"48": "B-PRON+ADJ",
|
| 62 |
+
"49": "B-PRON+ADV",
|
| 63 |
+
"50": "B-PRON+AUX",
|
| 64 |
+
"51": "B-PRON+NOUN",
|
| 65 |
+
"52": "B-PRON+PART",
|
| 66 |
+
"53": "B-PRON+PRON",
|
| 67 |
+
"54": "B-PRON+VERB",
|
| 68 |
+
"55": "B-PROPN",
|
| 69 |
+
"56": "B-PROPN+ADP",
|
| 70 |
+
"57": "B-PROPN+AUX",
|
| 71 |
+
"58": "B-PROPN+PART",
|
| 72 |
+
"59": "B-PROPN+PROPN",
|
| 73 |
+
"60": "B-PROPN+PUNCT",
|
| 74 |
+
"61": "B-PROPN+PUNCT+PUNCT",
|
| 75 |
+
"62": "B-PROPN+VERB",
|
| 76 |
+
"63": "B-PUNCT",
|
| 77 |
+
"64": "B-PUNCT+PUNCT",
|
| 78 |
+
"65": "B-PUNCT+PUNCT+PUNCT",
|
| 79 |
+
"66": "B-PUNCT+SYM+PUNCT",
|
| 80 |
+
"67": "B-SCONJ",
|
| 81 |
+
"68": "B-SYM",
|
| 82 |
+
"69": "B-VERB",
|
| 83 |
+
"70": "B-VERB+ADJ",
|
| 84 |
+
"71": "B-VERB+ADJ+CCONJ",
|
| 85 |
+
"72": "B-VERB+ADP",
|
| 86 |
+
"73": "B-VERB+ADV",
|
| 87 |
+
"74": "B-VERB+ADV+PUNCT",
|
| 88 |
+
"75": "B-VERB+AUX",
|
| 89 |
+
"76": "B-VERB+CCONJ",
|
| 90 |
+
"77": "B-VERB+DET",
|
| 91 |
+
"78": "B-VERB+NOUN",
|
| 92 |
+
"79": "B-VERB+NOUN+CCONJ",
|
| 93 |
+
"80": "B-VERB+NOUN+NOUN",
|
| 94 |
+
"81": "B-VERB+PART",
|
| 95 |
+
"82": "B-VERB+PRON",
|
| 96 |
+
"83": "B-VERB+PRON+ADP",
|
| 97 |
+
"84": "B-VERB+PRON+ADV",
|
| 98 |
+
"85": "B-VERB+PROPN",
|
| 99 |
+
"86": "B-VERB+SCONJ",
|
| 100 |
+
"87": "B-VERB+VERB",
|
| 101 |
+
"88": "B-VERB+VERB+NOUN",
|
| 102 |
+
"89": "B-X",
|
| 103 |
+
"90": "B-X+PUNCT",
|
| 104 |
+
"91": "B-X+PUNCT+PUNCT",
|
| 105 |
+
"92": "B-X+X",
|
| 106 |
+
"93": "B-X+X+PRON",
|
| 107 |
+
"94": "CCONJ",
|
| 108 |
+
"95": "DET",
|
| 109 |
+
"96": "DET+NUM",
|
| 110 |
+
"97": "I-ADJ",
|
| 111 |
+
"98": "I-ADJ+ADJ",
|
| 112 |
+
"99": "I-ADJ+NOUN",
|
| 113 |
+
"100": "I-ADJ+NOUN+NOUN",
|
| 114 |
+
"101": "I-ADJ+PART",
|
| 115 |
+
"102": "I-ADJ+PROPN",
|
| 116 |
+
"103": "I-ADJ+PUNCT",
|
| 117 |
+
"104": "I-ADP",
|
| 118 |
+
"105": "I-ADP+ADJ",
|
| 119 |
+
"106": "I-ADP+NOUN",
|
| 120 |
+
"107": "I-ADP+PRON",
|
| 121 |
+
"108": "I-ADV",
|
| 122 |
+
"109": "I-ADV+AUX",
|
| 123 |
+
"110": "I-ADV+PUNCT",
|
| 124 |
+
"111": "I-AUX",
|
| 125 |
+
"112": "I-AUX+ADV",
|
| 126 |
+
"113": "I-AUX+PART",
|
| 127 |
+
"114": "I-AUX+PART+VERB",
|
| 128 |
+
"115": "I-AUX+VERB",
|
| 129 |
+
"116": "I-CCONJ",
|
| 130 |
+
"117": "I-DET",
|
| 131 |
+
"118": "I-DET+AUX",
|
| 132 |
+
"119": "I-DET+NOUN",
|
| 133 |
+
"120": "I-INTJ",
|
| 134 |
+
"121": "I-INTJ+PUNCT",
|
| 135 |
+
"122": "I-NOUN",
|
| 136 |
+
"123": "I-NOUN+ADJ",
|
| 137 |
+
"124": "I-NOUN+ADP",
|
| 138 |
+
"125": "I-NOUN+AUX",
|
| 139 |
+
"126": "I-NOUN+NOUN",
|
| 140 |
+
"127": "I-NOUN+NOUN+VERB",
|
| 141 |
+
"128": "I-NOUN+PART",
|
| 142 |
+
"129": "I-NOUN+PROPN",
|
| 143 |
+
"130": "I-NOUN+PUNCT",
|
| 144 |
+
"131": "I-NOUN+SCONJ",
|
| 145 |
+
"132": "I-NOUN+VERB",
|
| 146 |
+
"133": "I-NUM",
|
| 147 |
+
"134": "I-PART",
|
| 148 |
+
"135": "I-PRON",
|
| 149 |
+
"136": "I-PRON+ADJ",
|
| 150 |
+
"137": "I-PRON+ADV",
|
| 151 |
+
"138": "I-PRON+AUX",
|
| 152 |
+
"139": "I-PRON+NOUN",
|
| 153 |
+
"140": "I-PRON+PART",
|
| 154 |
+
"141": "I-PRON+PRON",
|
| 155 |
+
"142": "I-PRON+VERB",
|
| 156 |
+
"143": "I-PROPN",
|
| 157 |
+
"144": "I-PROPN+ADP",
|
| 158 |
+
"145": "I-PROPN+AUX",
|
| 159 |
+
"146": "I-PROPN+PART",
|
| 160 |
+
"147": "I-PROPN+PROPN",
|
| 161 |
+
"148": "I-PROPN+PUNCT",
|
| 162 |
+
"149": "I-PROPN+PUNCT+PUNCT",
|
| 163 |
+
"150": "I-PROPN+VERB",
|
| 164 |
+
"151": "I-PUNCT",
|
| 165 |
+
"152": "I-PUNCT+PUNCT",
|
| 166 |
+
"153": "I-PUNCT+PUNCT+PUNCT",
|
| 167 |
+
"154": "I-PUNCT+SYM+PUNCT",
|
| 168 |
+
"155": "I-SCONJ",
|
| 169 |
+
"156": "I-SYM",
|
| 170 |
+
"157": "I-VERB",
|
| 171 |
+
"158": "I-VERB+ADJ",
|
| 172 |
+
"159": "I-VERB+ADJ+CCONJ",
|
| 173 |
+
"160": "I-VERB+ADP",
|
| 174 |
+
"161": "I-VERB+ADV",
|
| 175 |
+
"162": "I-VERB+ADV+PUNCT",
|
| 176 |
+
"163": "I-VERB+AUX",
|
| 177 |
+
"164": "I-VERB+CCONJ",
|
| 178 |
+
"165": "I-VERB+DET",
|
| 179 |
+
"166": "I-VERB+NOUN",
|
| 180 |
+
"167": "I-VERB+NOUN+CCONJ",
|
| 181 |
+
"168": "I-VERB+NOUN+NOUN",
|
| 182 |
+
"169": "I-VERB+PART",
|
| 183 |
+
"170": "I-VERB+PRON",
|
| 184 |
+
"171": "I-VERB+PRON+ADP",
|
| 185 |
+
"172": "I-VERB+PRON+ADV",
|
| 186 |
+
"173": "I-VERB+PROPN",
|
| 187 |
+
"174": "I-VERB+SCONJ",
|
| 188 |
+
"175": "I-VERB+VERB",
|
| 189 |
+
"176": "I-VERB+VERB+NOUN",
|
| 190 |
+
"177": "I-X",
|
| 191 |
+
"178": "I-X+PUNCT",
|
| 192 |
+
"179": "I-X+PUNCT+PUNCT",
|
| 193 |
+
"180": "I-X+X",
|
| 194 |
+
"181": "I-X+X+PRON",
|
| 195 |
+
"182": "INTJ",
|
| 196 |
+
"183": "NOUN",
|
| 197 |
+
"184": "NOUN+AUX",
|
| 198 |
+
"185": "NOUN+PART",
|
| 199 |
+
"186": "NUM",
|
| 200 |
+
"187": "PART",
|
| 201 |
+
"188": "PRON",
|
| 202 |
+
"189": "PRON+AUX",
|
| 203 |
+
"190": "PRON+VERB",
|
| 204 |
+
"191": "PROPN",
|
| 205 |
+
"192": "PROPN+PART",
|
| 206 |
+
"193": "PUNCT",
|
| 207 |
+
"194": "PUNCT+PUNCT",
|
| 208 |
+
"195": "PUNCT+PUNCT+PUNCT",
|
| 209 |
+
"196": "PUNCT+SYM",
|
| 210 |
+
"197": "SCONJ",
|
| 211 |
+
"198": "SYM",
|
| 212 |
+
"199": "SYM+PUNCT",
|
| 213 |
+
"200": "SYM+SYM",
|
| 214 |
+
"201": "VERB",
|
| 215 |
+
"202": "VERB+ADP",
|
| 216 |
+
"203": "VERB+PART",
|
| 217 |
+
"204": "VERB+PRON",
|
| 218 |
+
"205": "VERB+VERB",
|
| 219 |
+
"206": "X",
|
| 220 |
+
"207": "X+X"
|
| 221 |
+
},
|
| 222 |
+
"initializer_range": 0.02,
|
| 223 |
+
"intermediate_size": 4096,
|
| 224 |
+
"label2id": {
|
| 225 |
+
"ADJ": 0,
|
| 226 |
+
"ADP": 1,
|
| 227 |
+
"ADP+DET": 2,
|
| 228 |
+
"ADP+PRON": 3,
|
| 229 |
+
"ADV": 4,
|
| 230 |
+
"ADV+AUX": 5,
|
| 231 |
+
"ADV+PART": 6,
|
| 232 |
+
"AUX": 7,
|
| 233 |
+
"AUX+PART": 8,
|
| 234 |
+
"B-ADJ": 9,
|
| 235 |
+
"B-ADJ+ADJ": 10,
|
| 236 |
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"B-ADJ+NOUN": 11,
|
| 237 |
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"B-ADJ+NOUN+NOUN": 12,
|
| 238 |
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"B-ADJ+PART": 13,
|
| 239 |
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"B-ADJ+PROPN": 14,
|
| 240 |
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"B-ADJ+PUNCT": 15,
|
| 241 |
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|
| 242 |
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|
| 243 |
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|
| 244 |
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|
| 245 |
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|
| 246 |
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"B-ADV+AUX": 21,
|
| 247 |
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|
| 248 |
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"B-AUX": 23,
|
| 249 |
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|
| 250 |
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|
| 251 |
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"B-AUX+PART+VERB": 26,
|
| 252 |
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"B-AUX+VERB": 27,
|
| 253 |
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|
| 254 |
+
"B-DET": 29,
|
| 255 |
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"B-DET+AUX": 30,
|
| 256 |
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"B-DET+NOUN": 31,
|
| 257 |
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|
| 258 |
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"B-INTJ+PUNCT": 33,
|
| 259 |
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|
| 260 |
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"B-NOUN+ADJ": 35,
|
| 261 |
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"B-NOUN+ADP": 36,
|
| 262 |
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|
| 263 |
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|
| 264 |
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|
| 265 |
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|
| 266 |
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|
| 267 |
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|
| 268 |
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|
| 269 |
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"B-NOUN+VERB": 44,
|
| 270 |
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"B-NUM": 45,
|
| 271 |
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"B-PART": 46,
|
| 272 |
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"B-PRON": 47,
|
| 273 |
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"B-PRON+ADJ": 48,
|
| 274 |
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"B-PRON+ADV": 49,
|
| 275 |
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|
| 276 |
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|
| 277 |
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|
| 278 |
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"B-PRON+PRON": 53,
|
| 279 |
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"B-PRON+VERB": 54,
|
| 280 |
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|
| 281 |
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|
| 282 |
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|
| 283 |
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|
| 284 |
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"B-PROPN+PROPN": 59,
|
| 285 |
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|
| 286 |
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|
| 287 |
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|
| 288 |
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|
| 289 |
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|
| 290 |
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|
| 291 |
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|
| 292 |
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|
| 293 |
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"B-SYM": 68,
|
| 294 |
+
"B-VERB": 69,
|
| 295 |
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"B-VERB+ADJ": 70,
|
| 296 |
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"B-VERB+ADJ+CCONJ": 71,
|
| 297 |
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"B-VERB+ADP": 72,
|
| 298 |
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"B-VERB+ADV": 73,
|
| 299 |
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"B-VERB+ADV+PUNCT": 74,
|
| 300 |
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"B-VERB+AUX": 75,
|
| 301 |
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"B-VERB+CCONJ": 76,
|
| 302 |
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"B-VERB+DET": 77,
|
| 303 |
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"B-VERB+NOUN": 78,
|
| 304 |
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"B-VERB+NOUN+CCONJ": 79,
|
| 305 |
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"B-VERB+NOUN+NOUN": 80,
|
| 306 |
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"B-VERB+PART": 81,
|
| 307 |
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"B-VERB+PRON": 82,
|
| 308 |
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"B-VERB+PRON+ADP": 83,
|
| 309 |
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"B-VERB+PRON+ADV": 84,
|
| 310 |
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"B-VERB+PROPN": 85,
|
| 311 |
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"B-VERB+SCONJ": 86,
|
| 312 |
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"B-VERB+VERB": 87,
|
| 313 |
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"B-VERB+VERB+NOUN": 88,
|
| 314 |
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"B-X": 89,
|
| 315 |
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"B-X+PUNCT": 90,
|
| 316 |
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"B-X+PUNCT+PUNCT": 91,
|
| 317 |
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"B-X+X": 92,
|
| 318 |
+
"B-X+X+PRON": 93,
|
| 319 |
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"CCONJ": 94,
|
| 320 |
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"DET": 95,
|
| 321 |
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"DET+NUM": 96,
|
| 322 |
+
"I-ADJ": 97,
|
| 323 |
+
"I-ADJ+ADJ": 98,
|
| 324 |
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"I-ADJ+NOUN": 99,
|
| 325 |
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"I-ADJ+NOUN+NOUN": 100,
|
| 326 |
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"I-ADJ+PART": 101,
|
| 327 |
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"I-ADJ+PROPN": 102,
|
| 328 |
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"I-ADJ+PUNCT": 103,
|
| 329 |
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"I-ADP": 104,
|
| 330 |
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"I-ADP+ADJ": 105,
|
| 331 |
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"I-ADP+NOUN": 106,
|
| 332 |
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"I-ADP+PRON": 107,
|
| 333 |
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"I-ADV": 108,
|
| 334 |
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"I-ADV+AUX": 109,
|
| 335 |
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"I-ADV+PUNCT": 110,
|
| 336 |
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"I-AUX": 111,
|
| 337 |
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"I-AUX+ADV": 112,
|
| 338 |
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"I-AUX+PART": 113,
|
| 339 |
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"I-AUX+PART+VERB": 114,
|
| 340 |
+
"I-AUX+VERB": 115,
|
| 341 |
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"I-CCONJ": 116,
|
| 342 |
+
"I-DET": 117,
|
| 343 |
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"I-DET+AUX": 118,
|
| 344 |
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"I-DET+NOUN": 119,
|
| 345 |
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"I-INTJ": 120,
|
| 346 |
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"I-INTJ+PUNCT": 121,
|
| 347 |
+
"I-NOUN": 122,
|
| 348 |
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"I-NOUN+ADJ": 123,
|
| 349 |
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"I-NOUN+ADP": 124,
|
| 350 |
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"I-NOUN+AUX": 125,
|
| 351 |
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"I-NOUN+NOUN": 126,
|
| 352 |
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"I-NOUN+NOUN+VERB": 127,
|
| 353 |
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"I-NOUN+PART": 128,
|
| 354 |
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"I-NOUN+PROPN": 129,
|
| 355 |
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"I-NOUN+PUNCT": 130,
|
| 356 |
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"I-NOUN+SCONJ": 131,
|
| 357 |
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"I-NOUN+VERB": 132,
|
| 358 |
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"I-NUM": 133,
|
| 359 |
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"I-PART": 134,
|
| 360 |
+
"I-PRON": 135,
|
| 361 |
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"I-PRON+ADJ": 136,
|
| 362 |
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"I-PRON+ADV": 137,
|
| 363 |
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"I-PRON+AUX": 138,
|
| 364 |
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"I-PRON+NOUN": 139,
|
| 365 |
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"I-PRON+PART": 140,
|
| 366 |
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"I-PRON+PRON": 141,
|
| 367 |
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"I-PRON+VERB": 142,
|
| 368 |
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"I-PROPN": 143,
|
| 369 |
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"I-PROPN+ADP": 144,
|
| 370 |
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"I-PROPN+AUX": 145,
|
| 371 |
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"I-PROPN+PART": 146,
|
| 372 |
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"I-PROPN+PROPN": 147,
|
| 373 |
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"I-PROPN+PUNCT": 148,
|
| 374 |
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"I-PROPN+PUNCT+PUNCT": 149,
|
| 375 |
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"I-PROPN+VERB": 150,
|
| 376 |
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"I-PUNCT": 151,
|
| 377 |
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"I-PUNCT+PUNCT": 152,
|
| 378 |
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"I-PUNCT+PUNCT+PUNCT": 153,
|
| 379 |
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"I-PUNCT+SYM+PUNCT": 154,
|
| 380 |
+
"I-SCONJ": 155,
|
| 381 |
+
"I-SYM": 156,
|
| 382 |
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"I-VERB": 157,
|
| 383 |
+
"I-VERB+ADJ": 158,
|
| 384 |
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"I-VERB+ADJ+CCONJ": 159,
|
| 385 |
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"I-VERB+ADP": 160,
|
| 386 |
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"I-VERB+ADV": 161,
|
| 387 |
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"I-VERB+ADV+PUNCT": 162,
|
| 388 |
+
"I-VERB+AUX": 163,
|
| 389 |
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"I-VERB+CCONJ": 164,
|
| 390 |
+
"I-VERB+DET": 165,
|
| 391 |
+
"I-VERB+NOUN": 166,
|
| 392 |
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"I-VERB+NOUN+CCONJ": 167,
|
| 393 |
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"I-VERB+NOUN+NOUN": 168,
|
| 394 |
+
"I-VERB+PART": 169,
|
| 395 |
+
"I-VERB+PRON": 170,
|
| 396 |
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"I-VERB+PRON+ADP": 171,
|
| 397 |
+
"I-VERB+PRON+ADV": 172,
|
| 398 |
+
"I-VERB+PROPN": 173,
|
| 399 |
+
"I-VERB+SCONJ": 174,
|
| 400 |
+
"I-VERB+VERB": 175,
|
| 401 |
+
"I-VERB+VERB+NOUN": 176,
|
| 402 |
+
"I-X": 177,
|
| 403 |
+
"I-X+PUNCT": 178,
|
| 404 |
+
"I-X+PUNCT+PUNCT": 179,
|
| 405 |
+
"I-X+X": 180,
|
| 406 |
+
"I-X+X+PRON": 181,
|
| 407 |
+
"INTJ": 182,
|
| 408 |
+
"NOUN": 183,
|
| 409 |
+
"NOUN+AUX": 184,
|
| 410 |
+
"NOUN+PART": 185,
|
| 411 |
+
"NUM": 186,
|
| 412 |
+
"PART": 187,
|
| 413 |
+
"PRON": 188,
|
| 414 |
+
"PRON+AUX": 189,
|
| 415 |
+
"PRON+VERB": 190,
|
| 416 |
+
"PROPN": 191,
|
| 417 |
+
"PROPN+PART": 192,
|
| 418 |
+
"PUNCT": 193,
|
| 419 |
+
"PUNCT+PUNCT": 194,
|
| 420 |
+
"PUNCT+PUNCT+PUNCT": 195,
|
| 421 |
+
"PUNCT+SYM": 196,
|
| 422 |
+
"SCONJ": 197,
|
| 423 |
+
"SYM": 198,
|
| 424 |
+
"SYM+PUNCT": 199,
|
| 425 |
+
"SYM+SYM": 200,
|
| 426 |
+
"VERB": 201,
|
| 427 |
+
"VERB+ADP": 202,
|
| 428 |
+
"VERB+PART": 203,
|
| 429 |
+
"VERB+PRON": 204,
|
| 430 |
+
"VERB+VERB": 205,
|
| 431 |
+
"X": 206,
|
| 432 |
+
"X+X": 207
|
| 433 |
+
},
|
| 434 |
+
"layer_norm_eps": 1e-05,
|
| 435 |
+
"max_position_embeddings": 514,
|
| 436 |
+
"model_type": "roberta",
|
| 437 |
+
"num_attention_heads": 16,
|
| 438 |
+
"num_hidden_layers": 24,
|
| 439 |
+
"pad_token_id": 1,
|
| 440 |
+
"position_embedding_type": "absolute",
|
| 441 |
+
"task_specific_params": {
|
| 442 |
+
"upos_multiword": {
|
| 443 |
+
"ADJ+ADJ": {
|
| 444 |
+
"bigenough": [
|
| 445 |
+
"big",
|
| 446 |
+
"enough"
|
| 447 |
+
],
|
| 448 |
+
"interestingsocial": [
|
| 449 |
+
"interesting",
|
| 450 |
+
"social"
|
| 451 |
+
],
|
| 452 |
+
"longeight-inch": [
|
| 453 |
+
"long",
|
| 454 |
+
"eight-inch"
|
| 455 |
+
],
|
| 456 |
+
"pressingsocial": [
|
| 457 |
+
"pressing",
|
| 458 |
+
"social"
|
| 459 |
+
]
|
| 460 |
+
},
|
| 461 |
+
"ADJ+NOUN": {
|
| 462 |
+
"bigsource": [
|
| 463 |
+
"big",
|
| 464 |
+
"source"
|
| 465 |
+
],
|
| 466 |
+
"contrastingseries": [
|
| 467 |
+
"contrasting",
|
| 468 |
+
"series"
|
| 469 |
+
],
|
| 470 |
+
"distractingelements": [
|
| 471 |
+
"distracting",
|
| 472 |
+
"elements"
|
| 473 |
+
],
|
| 474 |
+
"fascinatingshop": [
|
| 475 |
+
"fascinating",
|
| 476 |
+
"shop"
|
| 477 |
+
],
|
| 478 |
+
"gruelingsanctions": [
|
| 479 |
+
"grueling",
|
| 480 |
+
"sanctions"
|
| 481 |
+
],
|
| 482 |
+
"increasingsafety": [
|
| 483 |
+
"increasing",
|
| 484 |
+
"safety"
|
| 485 |
+
],
|
| 486 |
+
"longexposures": [
|
| 487 |
+
"long",
|
| 488 |
+
"exposures"
|
| 489 |
+
],
|
| 490 |
+
"longhair": [
|
| 491 |
+
"long",
|
| 492 |
+
"hair"
|
| 493 |
+
],
|
| 494 |
+
"longhistory": [
|
| 495 |
+
"long",
|
| 496 |
+
"history"
|
| 497 |
+
],
|
| 498 |
+
"ongoingsummaries": [
|
| 499 |
+
"ongoing",
|
| 500 |
+
"summaries"
|
| 501 |
+
],
|
| 502 |
+
"pre-meetingsite": [
|
| 503 |
+
"pre-meeting",
|
| 504 |
+
"site"
|
| 505 |
+
],
|
| 506 |
+
"rallyingsigns": [
|
| 507 |
+
"rallying",
|
| 508 |
+
"signs"
|
| 509 |
+
],
|
| 510 |
+
"revenue-raisingservices": [
|
| 511 |
+
"revenue-raising",
|
| 512 |
+
"services"
|
| 513 |
+
],
|
| 514 |
+
"self-questioningshrug": [
|
| 515 |
+
"self-questioning",
|
| 516 |
+
"shrug"
|
| 517 |
+
],
|
| 518 |
+
"simperingsmile": [
|
| 519 |
+
"simpering",
|
| 520 |
+
"smile"
|
| 521 |
+
],
|
| 522 |
+
"stronghints": [
|
| 523 |
+
"strong",
|
| 524 |
+
"hints"
|
| 525 |
+
],
|
| 526 |
+
"wizardingsport": [
|
| 527 |
+
"wizarding",
|
| 528 |
+
"sport"
|
| 529 |
+
]
|
| 530 |
+
},
|
| 531 |
+
"ADJ+PART": {
|
| 532 |
+
"elses": [
|
| 533 |
+
"else",
|
| 534 |
+
"s"
|
| 535 |
+
]
|
| 536 |
+
},
|
| 537 |
+
"ADJ+PROPN": {
|
| 538 |
+
"Nationwidetints": [
|
| 539 |
+
"Nationwide",
|
| 540 |
+
"tints"
|
| 541 |
+
]
|
| 542 |
+
},
|
| 543 |
+
"ADJ+PUNCT": {
|
| 544 |
+
"Jr..": [
|
| 545 |
+
"Jr.",
|
| 546 |
+
"."
|
| 547 |
+
],
|
| 548 |
+
"e.g.:": [
|
| 549 |
+
"e.g.",
|
| 550 |
+
":"
|
| 551 |
+
],
|
| 552 |
+
"i.e.,": [
|
| 553 |
+
"i.e.",
|
| 554 |
+
","
|
| 555 |
+
]
|
| 556 |
+
},
|
| 557 |
+
"ADP+DET": {
|
| 558 |
+
"des": [
|
| 559 |
+
"de",
|
| 560 |
+
"les"
|
| 561 |
+
]
|
| 562 |
+
},
|
| 563 |
+
"ADP+NOUN": {
|
| 564 |
+
"Infact": [
|
| 565 |
+
"In",
|
| 566 |
+
"fact"
|
| 567 |
+
],
|
| 568 |
+
"overtime": [
|
| 569 |
+
"over",
|
| 570 |
+
"time"
|
| 571 |
+
]
|
| 572 |
+
},
|
| 573 |
+
"ADP+PRON": {
|
| 574 |
+
"init": [
|
| 575 |
+
"in",
|
| 576 |
+
"it"
|
| 577 |
+
]
|
| 578 |
+
},
|
| 579 |
+
"ADV+AUX": {
|
| 580 |
+
"Heres": [
|
| 581 |
+
"Here",
|
| 582 |
+
"s"
|
| 583 |
+
],
|
| 584 |
+
"longhave": [
|
| 585 |
+
"long",
|
| 586 |
+
"have"
|
| 587 |
+
]
|
| 588 |
+
},
|
| 589 |
+
"ADV+PART": {
|
| 590 |
+
"into": [
|
| 591 |
+
"in",
|
| 592 |
+
"to"
|
| 593 |
+
]
|
| 594 |
+
},
|
| 595 |
+
"ADV+PUNCT": {
|
| 596 |
+
"E.g.,": [
|
| 597 |
+
"E.g.",
|
| 598 |
+
","
|
| 599 |
+
],
|
| 600 |
+
"e.g.,": [
|
| 601 |
+
"e.g.",
|
| 602 |
+
","
|
| 603 |
+
],
|
| 604 |
+
"i.e.,": [
|
| 605 |
+
"i.e.",
|
| 606 |
+
","
|
| 607 |
+
],
|
| 608 |
+
"i.e.:": [
|
| 609 |
+
"i.e.",
|
| 610 |
+
":"
|
| 611 |
+
]
|
| 612 |
+
},
|
| 613 |
+
"AUX+ADV": {
|
| 614 |
+
"cannot": [
|
| 615 |
+
"can",
|
| 616 |
+
"not"
|
| 617 |
+
]
|
| 618 |
+
},
|
| 619 |
+
"AUX+PART": {
|
| 620 |
+
"Aren't": [
|
| 621 |
+
"Are",
|
| 622 |
+
"n't"
|
| 623 |
+
],
|
| 624 |
+
"Aren\u2019t": [
|
| 625 |
+
"Are",
|
| 626 |
+
"n\u2019t"
|
| 627 |
+
],
|
| 628 |
+
"CANT": [
|
| 629 |
+
"CA",
|
| 630 |
+
"NT"
|
| 631 |
+
],
|
| 632 |
+
"Can't": [
|
| 633 |
+
"Ca",
|
| 634 |
+
"n't"
|
| 635 |
+
],
|
| 636 |
+
"Cannot": [
|
| 637 |
+
"Can",
|
| 638 |
+
"not"
|
| 639 |
+
],
|
| 640 |
+
"Can\u2019t": [
|
| 641 |
+
"Ca",
|
| 642 |
+
"n\u2019t"
|
| 643 |
+
],
|
| 644 |
+
"DON'T": [
|
| 645 |
+
"DO",
|
| 646 |
+
"N'T"
|
| 647 |
+
],
|
| 648 |
+
"DONT": [
|
| 649 |
+
"DO",
|
| 650 |
+
"NT"
|
| 651 |
+
],
|
| 652 |
+
"Don't": [
|
| 653 |
+
"Do",
|
| 654 |
+
"n't"
|
| 655 |
+
],
|
| 656 |
+
"Dont": [
|
| 657 |
+
"Do",
|
| 658 |
+
"nt"
|
| 659 |
+
],
|
| 660 |
+
"Don\u2019t": [
|
| 661 |
+
"Do",
|
| 662 |
+
"n\u2019t"
|
| 663 |
+
],
|
| 664 |
+
"Haven't": [
|
| 665 |
+
"Have",
|
| 666 |
+
"n't"
|
| 667 |
+
],
|
| 668 |
+
"Isn't": [
|
| 669 |
+
"Is",
|
| 670 |
+
"n't"
|
| 671 |
+
],
|
| 672 |
+
"Isn\u2019t": [
|
| 673 |
+
"Is",
|
| 674 |
+
"n\u2019t"
|
| 675 |
+
],
|
| 676 |
+
"Won't": [
|
| 677 |
+
"Wo",
|
| 678 |
+
"n't"
|
| 679 |
+
],
|
| 680 |
+
"ain't": [
|
| 681 |
+
"ai",
|
| 682 |
+
"n't"
|
| 683 |
+
],
|
| 684 |
+
"aint": [
|
| 685 |
+
"ai",
|
| 686 |
+
"nt"
|
| 687 |
+
],
|
| 688 |
+
"aren't": [
|
| 689 |
+
"are",
|
| 690 |
+
"not"
|
| 691 |
+
],
|
| 692 |
+
"arent": [
|
| 693 |
+
"are",
|
| 694 |
+
"nt"
|
| 695 |
+
],
|
| 696 |
+
"aren\u2019t": [
|
| 697 |
+
"are",
|
| 698 |
+
"n\u2019t"
|
| 699 |
+
],
|
| 700 |
+
"can't": [
|
| 701 |
+
"can",
|
| 702 |
+
"not"
|
| 703 |
+
],
|
| 704 |
+
"cannot": [
|
| 705 |
+
"can",
|
| 706 |
+
"not"
|
| 707 |
+
],
|
| 708 |
+
"cant": [
|
| 709 |
+
"ca",
|
| 710 |
+
"nt"
|
| 711 |
+
],
|
| 712 |
+
"can\u2019t": [
|
| 713 |
+
"ca",
|
| 714 |
+
"n\u2019t"
|
| 715 |
+
],
|
| 716 |
+
"didn't": [
|
| 717 |
+
"did",
|
| 718 |
+
"n't"
|
| 719 |
+
],
|
| 720 |
+
"didn\u2019t": [
|
| 721 |
+
"did",
|
| 722 |
+
"n\u2019t"
|
| 723 |
+
],
|
| 724 |
+
"doesn't": [
|
| 725 |
+
"does",
|
| 726 |
+
"n't"
|
| 727 |
+
],
|
| 728 |
+
"doesn\u2019t": [
|
| 729 |
+
"does",
|
| 730 |
+
"n\u2019t"
|
| 731 |
+
],
|
| 732 |
+
"don't": [
|
| 733 |
+
"do",
|
| 734 |
+
"not"
|
| 735 |
+
],
|
| 736 |
+
"dont": [
|
| 737 |
+
"do",
|
| 738 |
+
"nt"
|
| 739 |
+
],
|
| 740 |
+
"don\u2019t": [
|
| 741 |
+
"do",
|
| 742 |
+
"n\u2019t"
|
| 743 |
+
],
|
| 744 |
+
"haven't": [
|
| 745 |
+
"have",
|
| 746 |
+
"n't"
|
| 747 |
+
],
|
| 748 |
+
"shan't": [
|
| 749 |
+
"sha",
|
| 750 |
+
"n't"
|
| 751 |
+
],
|
| 752 |
+
"shouldn't": [
|
| 753 |
+
"should",
|
| 754 |
+
"not"
|
| 755 |
+
],
|
| 756 |
+
"wasent": [
|
| 757 |
+
"wase",
|
| 758 |
+
"nt"
|
| 759 |
+
],
|
| 760 |
+
"weren't": [
|
| 761 |
+
"were",
|
| 762 |
+
"n't"
|
| 763 |
+
],
|
| 764 |
+
"weren\u2019t": [
|
| 765 |
+
"were",
|
| 766 |
+
"n\u2019t"
|
| 767 |
+
],
|
| 768 |
+
"won't": [
|
| 769 |
+
"will",
|
| 770 |
+
"not"
|
| 771 |
+
],
|
| 772 |
+
"wont": [
|
| 773 |
+
"wo",
|
| 774 |
+
"nt"
|
| 775 |
+
],
|
| 776 |
+
"won\u2019t": [
|
| 777 |
+
"wo",
|
| 778 |
+
"n\u2019t"
|
| 779 |
+
]
|
| 780 |
+
},
|
| 781 |
+
"AUX+PART+VERB": {
|
| 782 |
+
"dunno": [
|
| 783 |
+
"du",
|
| 784 |
+
"n",
|
| 785 |
+
"no"
|
| 786 |
+
]
|
| 787 |
+
},
|
| 788 |
+
"AUX+VERB": {
|
| 789 |
+
"beingsaid": [
|
| 790 |
+
"being",
|
| 791 |
+
"said"
|
| 792 |
+
],
|
| 793 |
+
"beingsent": [
|
| 794 |
+
"being",
|
| 795 |
+
"sent"
|
| 796 |
+
],
|
| 797 |
+
"beingshipped": [
|
| 798 |
+
"being",
|
| 799 |
+
"shipped"
|
| 800 |
+
],
|
| 801 |
+
"beingspoken": [
|
| 802 |
+
"being",
|
| 803 |
+
"spoken"
|
| 804 |
+
],
|
| 805 |
+
"havingsaid": [
|
| 806 |
+
"having",
|
| 807 |
+
"said"
|
| 808 |
+
]
|
| 809 |
+
},
|
| 810 |
+
"DET+AUX": {
|
| 811 |
+
"thes": [
|
| 812 |
+
"the",
|
| 813 |
+
"s"
|
| 814 |
+
]
|
| 815 |
+
},
|
| 816 |
+
"DET+NOUN": {
|
| 817 |
+
"ALOT": [
|
| 818 |
+
"A",
|
| 819 |
+
"LOT"
|
| 820 |
+
],
|
| 821 |
+
"Alot": [
|
| 822 |
+
"A",
|
| 823 |
+
"lot"
|
| 824 |
+
],
|
| 825 |
+
"apart": [
|
| 826 |
+
"a",
|
| 827 |
+
"part"
|
| 828 |
+
],
|
| 829 |
+
"awhile": [
|
| 830 |
+
"a",
|
| 831 |
+
"while"
|
| 832 |
+
],
|
| 833 |
+
"sometime": [
|
| 834 |
+
"some",
|
| 835 |
+
"time"
|
| 836 |
+
]
|
| 837 |
+
},
|
| 838 |
+
"DET+NUM": {
|
| 839 |
+
"everyone": [
|
| 840 |
+
"every",
|
| 841 |
+
"one"
|
| 842 |
+
]
|
| 843 |
+
},
|
| 844 |
+
"INTJ+PUNCT": {
|
| 845 |
+
"etc.'": [
|
| 846 |
+
"etc.",
|
| 847 |
+
"'"
|
| 848 |
+
],
|
| 849 |
+
"ta',": [
|
| 850 |
+
"ta'",
|
| 851 |
+
","
|
| 852 |
+
]
|
| 853 |
+
},
|
| 854 |
+
"NOUN+ADJ": {
|
| 855 |
+
"nothingspecial": [
|
| 856 |
+
"nothing",
|
| 857 |
+
"special"
|
| 858 |
+
]
|
| 859 |
+
},
|
| 860 |
+
"NOUN+ADP": {
|
| 861 |
+
"flagon": [
|
| 862 |
+
"flag",
|
| 863 |
+
"on"
|
| 864 |
+
],
|
| 865 |
+
"groundsof": [
|
| 866 |
+
"grounds",
|
| 867 |
+
"of"
|
| 868 |
+
],
|
| 869 |
+
"hashtagon": [
|
| 870 |
+
"hashtag",
|
| 871 |
+
"on"
|
| 872 |
+
],
|
| 873 |
+
"meetingsince": [
|
| 874 |
+
"meeting",
|
| 875 |
+
"since"
|
| 876 |
+
]
|
| 877 |
+
},
|
| 878 |
+
"NOUN+AUX": {
|
| 879 |
+
"breathingshould": [
|
| 880 |
+
"breathing",
|
| 881 |
+
"should"
|
| 882 |
+
],
|
| 883 |
+
"doghas": [
|
| 884 |
+
"dog",
|
| 885 |
+
"has"
|
| 886 |
+
],
|
| 887 |
+
"mythmakingshould": [
|
| 888 |
+
"mythmaking",
|
| 889 |
+
"should"
|
| 890 |
+
]
|
| 891 |
+
},
|
| 892 |
+
"NOUN+NOUN": {
|
| 893 |
+
"Drivingschool": [
|
| 894 |
+
"Driving",
|
| 895 |
+
"school"
|
| 896 |
+
],
|
| 897 |
+
"bakingsheet": [
|
| 898 |
+
"baking",
|
| 899 |
+
"sheet"
|
| 900 |
+
],
|
| 901 |
+
"bakingsoda": [
|
| 902 |
+
"baking",
|
| 903 |
+
"soda"
|
| 904 |
+
],
|
| 905 |
+
"counselingservices": [
|
| 906 |
+
"counseling",
|
| 907 |
+
"services"
|
| 908 |
+
],
|
| 909 |
+
"datingservice": [
|
| 910 |
+
"dating",
|
| 911 |
+
"service"
|
| 912 |
+
],
|
| 913 |
+
"doghouse": [
|
| 914 |
+
"dog",
|
| 915 |
+
"house"
|
| 916 |
+
],
|
| 917 |
+
"drivingschool": [
|
| 918 |
+
"driving",
|
| 919 |
+
"school"
|
| 920 |
+
],
|
| 921 |
+
"engineeringservices": [
|
| 922 |
+
"engineering",
|
| 923 |
+
"services"
|
| 924 |
+
],
|
| 925 |
+
"eveningschedule": [
|
| 926 |
+
"evening",
|
| 927 |
+
"schedule"
|
| 928 |
+
],
|
| 929 |
+
"kingsnake": [
|
| 930 |
+
"king",
|
| 931 |
+
"snake"
|
| 932 |
+
],
|
| 933 |
+
"kingsnakes": [
|
| 934 |
+
"king",
|
| 935 |
+
"snakes"
|
| 936 |
+
],
|
| 937 |
+
"lightingshowroom": [
|
| 938 |
+
"lighting",
|
| 939 |
+
"showroom"
|
| 940 |
+
],
|
| 941 |
+
"lightingsources": [
|
| 942 |
+
"lighting",
|
| 943 |
+
"sources"
|
| 944 |
+
],
|
| 945 |
+
"loggingsites": [
|
| 946 |
+
"logging",
|
| 947 |
+
"sites"
|
| 948 |
+
],
|
| 949 |
+
"mpgnumber": [
|
| 950 |
+
"mpg",
|
| 951 |
+
"number"
|
| 952 |
+
],
|
| 953 |
+
"plughole": [
|
| 954 |
+
"plug",
|
| 955 |
+
"hole"
|
| 956 |
+
],
|
| 957 |
+
"runningshorts": [
|
| 958 |
+
"running",
|
| 959 |
+
"shorts"
|
| 960 |
+
],
|
| 961 |
+
"tagsets": [
|
| 962 |
+
"tag",
|
| 963 |
+
"sets"
|
| 964 |
+
],
|
| 965 |
+
"testingschedule": [
|
| 966 |
+
"testing",
|
| 967 |
+
"schedule"
|
| 968 |
+
],
|
| 969 |
+
"towingservices": [
|
| 970 |
+
"towing",
|
| 971 |
+
"services"
|
| 972 |
+
],
|
| 973 |
+
"trainingsession": [
|
| 974 |
+
"training",
|
| 975 |
+
"session"
|
| 976 |
+
],
|
| 977 |
+
"writingschedule": [
|
| 978 |
+
"writing",
|
| 979 |
+
"schedule"
|
| 980 |
+
],
|
| 981 |
+
"writingsystem": [
|
| 982 |
+
"writing",
|
| 983 |
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|
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},
|
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|
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|
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],
|
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|
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],
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],
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],
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],
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],
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|
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],
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|
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|
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],
|
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],
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|
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],
|
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|
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],
|
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|
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|
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|
| 1041 |
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],
|
| 1042 |
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|
| 1043 |
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|
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|
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],
|
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|
| 1047 |
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|
| 1048 |
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|
| 1049 |
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],
|
| 1050 |
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|
| 1051 |
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|
| 1052 |
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"s"
|
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],
|
| 1054 |
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|
| 1055 |
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|
| 1056 |
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"s"
|
| 1057 |
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],
|
| 1058 |
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|
| 1059 |
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|
| 1060 |
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"s"
|
| 1061 |
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],
|
| 1062 |
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"drivers": [
|
| 1063 |
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"driver",
|
| 1064 |
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"s"
|
| 1065 |
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],
|
| 1066 |
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|
| 1067 |
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|
| 1068 |
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"s"
|
| 1069 |
+
],
|
| 1070 |
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|
| 1071 |
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"grandma",
|
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"s"
|
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],
|
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|
| 1075 |
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|
| 1076 |
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"s"
|
| 1077 |
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],
|
| 1078 |
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|
| 1079 |
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|
| 1080 |
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|
| 1081 |
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],
|
| 1082 |
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|
| 1083 |
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|
| 1084 |
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|
| 1085 |
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],
|
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|
| 1087 |
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|
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|
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],
|
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|
| 1091 |
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|
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|
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],
|
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|
| 1095 |
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|
| 1096 |
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"s"
|
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],
|
| 1098 |
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|
| 1099 |
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"owner",
|
| 1100 |
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"s"
|
| 1101 |
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],
|
| 1102 |
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"peoples": [
|
| 1103 |
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|
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"s"
|
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],
|
| 1106 |
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"persons": [
|
| 1107 |
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"person",
|
| 1108 |
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"s"
|
| 1109 |
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],
|
| 1110 |
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|
| 1111 |
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"scammer",
|
| 1112 |
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"s"
|
| 1113 |
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],
|
| 1114 |
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"sons": [
|
| 1115 |
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"son",
|
| 1116 |
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"s"
|
| 1117 |
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],
|
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|
| 1119 |
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"team",
|
| 1120 |
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"s"
|
| 1121 |
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],
|
| 1122 |
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"todays": [
|
| 1123 |
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"today",
|
| 1124 |
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"s"
|
| 1125 |
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],
|
| 1126 |
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"trainers": [
|
| 1127 |
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"trainer",
|
| 1128 |
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"s"
|
| 1129 |
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],
|
| 1130 |
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|
| 1131 |
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"visitor",
|
| 1132 |
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"s"
|
| 1133 |
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],
|
| 1134 |
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|
| 1135 |
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"wit",
|
| 1136 |
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"s"
|
| 1137 |
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],
|
| 1138 |
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"workers": [
|
| 1139 |
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"worker",
|
| 1140 |
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|
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],
|
| 1142 |
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|
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|
| 1144 |
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"s"
|
| 1145 |
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]
|
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},
|
| 1147 |
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|
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|
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|
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":"
|
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],
|
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|
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],
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","
|
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],
|
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","
|
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],
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","
|
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],
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","
|
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],
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","
|
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]
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},
|
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|
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|
| 1180 |
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|
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|
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],
|
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|
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|
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],
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|
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],
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],
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|
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|
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],
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|
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],
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|
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],
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|
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],
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|
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]
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]
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},
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]
|
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},
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]
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|
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|
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],
|
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|
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|
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"s"
|
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],
|
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|
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],
|
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|
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"i",
|
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|
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],
|
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|
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"i",
|
| 1316 |
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"m"
|
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],
|
| 1318 |
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|
| 1319 |
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|
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|
| 1321 |
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],
|
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|
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|
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"s"
|
| 1325 |
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],
|
| 1326 |
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|
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|
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|
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]
|
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},
|
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|
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|
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|
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],
|
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|
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|
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|
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]
|
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},
|
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|
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|
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]
|
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},
|
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|
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|
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],
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|
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"Chili",
|
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"s"
|
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],
|
| 1356 |
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|
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|
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],
|
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|
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|
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|
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],
|
| 1364 |
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|
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"Kobey",
|
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"s"
|
| 1367 |
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],
|
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|
| 1369 |
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"LW",
|
| 1370 |
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"s"
|
| 1371 |
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],
|
| 1372 |
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|
| 1373 |
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"Leonardo",
|
| 1374 |
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"s"
|
| 1375 |
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],
|
| 1376 |
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"Mortons": [
|
| 1377 |
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"Morton",
|
| 1378 |
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"s"
|
| 1379 |
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],
|
| 1380 |
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|
| 1381 |
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"Traveller",
|
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"s"
|
| 1383 |
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],
|
| 1384 |
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"Valentines": [
|
| 1385 |
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"Valentine",
|
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"s"
|
| 1387 |
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],
|
| 1388 |
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|
| 1389 |
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"Year",
|
| 1390 |
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"s"
|
| 1391 |
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],
|
| 1392 |
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"jacks": [
|
| 1393 |
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"jack",
|
| 1394 |
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"s"
|
| 1395 |
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]
|
| 1396 |
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},
|
| 1397 |
+
"PROPN+PROPN": {
|
| 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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"drivingschool": [
|
| 1403 |
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"driving",
|
| 1404 |
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"school"
|
| 1405 |
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]
|
| 1406 |
+
},
|
| 1407 |
+
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|
| 1408 |
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|
| 1410 |
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","
|
| 1411 |
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],
|
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|
| 1413 |
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|
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"\""
|
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],
|
| 1416 |
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|
| 1417 |
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"D.C.",
|
| 1418 |
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","
|
| 1419 |
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],
|
| 1420 |
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|
| 1421 |
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"Inc.",
|
| 1422 |
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"\""
|
| 1423 |
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],
|
| 1424 |
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"M.,": [
|
| 1425 |
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"M.",
|
| 1426 |
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","
|
| 1427 |
+
],
|
| 1428 |
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"N.O.?": [
|
| 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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"Que.",
|
| 1434 |
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","
|
| 1435 |
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],
|
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"U.N.",
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| 1438 |
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","
|
| 1439 |
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],
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| 1440 |
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|
| 1441 |
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"U.S.",
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")"
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| 1443 |
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| 1445 |
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"U.S.",
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"-"
|
| 1447 |
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],
|
| 1448 |
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"Va.-": [
|
| 1449 |
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"Va.",
|
| 1450 |
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"-"
|
| 1451 |
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]
|
| 1452 |
+
},
|
| 1453 |
+
"PROPN+PUNCT+PUNCT": {
|
| 1454 |
+
"W.H.\",": [
|
| 1455 |
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|
| 1456 |
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| 1462 |
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")"
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],
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| 1725 |
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| 1726 |
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],
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| 1728 |
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| 1729 |
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"mixing",
|
| 1730 |
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"uppercase"
|
| 1731 |
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],
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| 1732 |
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|
| 1733 |
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|
| 1734 |
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"syntactic"
|
| 1735 |
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],
|
| 1736 |
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|
| 1737 |
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"outsourcing",
|
| 1738 |
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"special"
|
| 1739 |
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],
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| 1740 |
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|
| 1741 |
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|
| 1742 |
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"similar"
|
| 1743 |
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],
|
| 1744 |
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|
| 1745 |
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"showing",
|
| 1746 |
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"superb"
|
| 1747 |
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],
|
| 1748 |
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|
| 1749 |
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"using",
|
| 1750 |
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"simple"
|
| 1751 |
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]
|
| 1752 |
+
},
|
| 1753 |
+
"VERB+ADJ+CCONJ": {
|
| 1754 |
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|
| 1755 |
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"looking",
|
| 1756 |
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"smug",
|
| 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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"Log",
|
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"in"
|
| 1764 |
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],
|
| 1765 |
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|
| 1766 |
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"gaming",
|
| 1767 |
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"since"
|
| 1768 |
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],
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|
| 1770 |
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|
| 1771 |
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"to"
|
| 1772 |
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],
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| 1773 |
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|
| 1774 |
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"humming",
|
| 1775 |
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"since"
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| 1776 |
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],
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| 1777 |
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|
| 1778 |
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"investigating",
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| 1779 |
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"since"
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| 1780 |
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],
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| 1781 |
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| 1782 |
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"log",
|
| 1783 |
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"in"
|
| 1784 |
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],
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| 1785 |
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"setup": [
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| 1786 |
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"set",
|
| 1787 |
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"up"
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| 1788 |
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]
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},
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| 1790 |
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|
| 1791 |
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"advancingslowly": [
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| 1792 |
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"advancing",
|
| 1793 |
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"slowly"
|
| 1794 |
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],
|
| 1795 |
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|
| 1796 |
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"behaving",
|
| 1797 |
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"splendidly"
|
| 1798 |
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],
|
| 1799 |
+
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|
| 1800 |
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"buckling",
|
| 1801 |
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"slightly"
|
| 1802 |
+
],
|
| 1803 |
+
"contributingsubstantially": [
|
| 1804 |
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"contributing",
|
| 1805 |
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"substantially"
|
| 1806 |
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],
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| 1807 |
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"exultingeverywhere": [
|
| 1808 |
+
"exulting",
|
| 1809 |
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"everywhere"
|
| 1810 |
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],
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| 1811 |
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"includingspecifically": [
|
| 1812 |
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"including",
|
| 1813 |
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"specifically"
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| 1814 |
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],
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| 1815 |
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"movingsouthward": [
|
| 1816 |
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"moving",
|
| 1817 |
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"southward"
|
| 1818 |
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],
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| 1819 |
+
"proposingspecifically": [
|
| 1820 |
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"proposing",
|
| 1821 |
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"specifically"
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| 1822 |
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],
|
| 1823 |
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|
| 1824 |
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"scavenging",
|
| 1825 |
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"seriously"
|
| 1826 |
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],
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| 1827 |
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"swellingslightly": [
|
| 1828 |
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"swelling",
|
| 1829 |
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"slightly"
|
| 1830 |
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],
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| 1831 |
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"totalingsomewhere": [
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| 1832 |
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"totaling",
|
| 1833 |
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"somewhere"
|
| 1834 |
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],
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| 1835 |
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"walkinguptown": [
|
| 1836 |
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"walking",
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| 1837 |
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|
| 1838 |
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]
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| 1839 |
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},
|
| 1840 |
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"VERB+ADV+PUNCT": {
|
| 1841 |
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| 1842 |
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"studying",
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| 1843 |
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"e.g.",
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| 1844 |
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","
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| 1845 |
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]
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| 1846 |
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},
|
| 1847 |
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|
| 1848 |
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"Winningshall": [
|
| 1849 |
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"Winning",
|
| 1850 |
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"shall"
|
| 1851 |
+
],
|
| 1852 |
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"copyingshould": [
|
| 1853 |
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"copying",
|
| 1854 |
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"should"
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| 1855 |
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]
|
| 1856 |
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},
|
| 1857 |
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|
| 1858 |
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"departingeither": [
|
| 1859 |
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"departing",
|
| 1860 |
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"either"
|
| 1861 |
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]
|
| 1862 |
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},
|
| 1863 |
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"VERB+DET": {
|
| 1864 |
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"basingsome": [
|
| 1865 |
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"basing",
|
| 1866 |
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"some"
|
| 1867 |
+
],
|
| 1868 |
+
"demonstratingsuch": [
|
| 1869 |
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"demonstrating",
|
| 1870 |
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"such"
|
| 1871 |
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],
|
| 1872 |
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"discussingsome": [
|
| 1873 |
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"discussing",
|
| 1874 |
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"some"
|
| 1875 |
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],
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| 1876 |
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"doingevery": [
|
| 1877 |
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"doing",
|
| 1878 |
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"every"
|
| 1879 |
+
],
|
| 1880 |
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"doingsome": [
|
| 1881 |
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"doing",
|
| 1882 |
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"some"
|
| 1883 |
+
],
|
| 1884 |
+
"dumpingsome": [
|
| 1885 |
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"dumping",
|
| 1886 |
+
"some"
|
| 1887 |
+
],
|
| 1888 |
+
"experiencingsome": [
|
| 1889 |
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"experiencing",
|
| 1890 |
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"some"
|
| 1891 |
+
],
|
| 1892 |
+
"finishingsome": [
|
| 1893 |
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"finishing",
|
| 1894 |
+
"some"
|
| 1895 |
+
],
|
| 1896 |
+
"hostingsome": [
|
| 1897 |
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"hosting",
|
| 1898 |
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"some"
|
| 1899 |
+
],
|
| 1900 |
+
"meetingeach": [
|
| 1901 |
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"meeting",
|
| 1902 |
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"each"
|
| 1903 |
+
],
|
| 1904 |
+
"playingsome": [
|
| 1905 |
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"playing",
|
| 1906 |
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"some"
|
| 1907 |
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],
|
| 1908 |
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"rangeach": [
|
| 1909 |
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"rang",
|
| 1910 |
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"each"
|
| 1911 |
+
],
|
| 1912 |
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"readingsome": [
|
| 1913 |
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"reading",
|
| 1914 |
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"some"
|
| 1915 |
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],
|
| 1916 |
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"regardingsome": [
|
| 1917 |
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"regarding",
|
| 1918 |
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"some"
|
| 1919 |
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],
|
| 1920 |
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"replacingsome": [
|
| 1921 |
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"replacing",
|
| 1922 |
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"some"
|
| 1923 |
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],
|
| 1924 |
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"spendingsome": [
|
| 1925 |
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"spending",
|
| 1926 |
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"some"
|
| 1927 |
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],
|
| 1928 |
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"usingsome": [
|
| 1929 |
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"using",
|
| 1930 |
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"some"
|
| 1931 |
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]
|
| 1932 |
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},
|
| 1933 |
+
"VERB+NOUN": {
|
| 1934 |
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"continuingsource": [
|
| 1935 |
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"continuing",
|
| 1936 |
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"source"
|
| 1937 |
+
],
|
| 1938 |
+
"differingschedules": [
|
| 1939 |
+
"differing",
|
| 1940 |
+
"schedules"
|
| 1941 |
+
],
|
| 1942 |
+
"doingscissors": [
|
| 1943 |
+
"doing",
|
| 1944 |
+
"scissors"
|
| 1945 |
+
],
|
| 1946 |
+
"expandingsystem": [
|
| 1947 |
+
"expanding",
|
| 1948 |
+
"system"
|
| 1949 |
+
],
|
| 1950 |
+
"expressingsadness": [
|
| 1951 |
+
"expressing",
|
| 1952 |
+
"sadness"
|
| 1953 |
+
],
|
| 1954 |
+
"followingsuggestion": [
|
| 1955 |
+
"following",
|
| 1956 |
+
"suggestion"
|
| 1957 |
+
],
|
| 1958 |
+
"formingeggs": [
|
| 1959 |
+
"forming",
|
| 1960 |
+
"eggs"
|
| 1961 |
+
],
|
| 1962 |
+
"gettingsavage": [
|
| 1963 |
+
"getting",
|
| 1964 |
+
"savage"
|
| 1965 |
+
],
|
| 1966 |
+
"gleamingsand": [
|
| 1967 |
+
"gleaming",
|
| 1968 |
+
"sand"
|
| 1969 |
+
],
|
| 1970 |
+
"improvingsurveillance": [
|
| 1971 |
+
"improving",
|
| 1972 |
+
"surveillance"
|
| 1973 |
+
],
|
| 1974 |
+
"meaningshell": [
|
| 1975 |
+
"meaning",
|
| 1976 |
+
"shell"
|
| 1977 |
+
],
|
| 1978 |
+
"playingsports": [
|
| 1979 |
+
"playing",
|
| 1980 |
+
"sports"
|
| 1981 |
+
],
|
| 1982 |
+
"printingerrors": [
|
| 1983 |
+
"printing",
|
| 1984 |
+
"errors"
|
| 1985 |
+
],
|
| 1986 |
+
"producingshrubs": [
|
| 1987 |
+
"producing",
|
| 1988 |
+
"shrubs"
|
| 1989 |
+
],
|
| 1990 |
+
"providingservices": [
|
| 1991 |
+
"providing",
|
| 1992 |
+
"services"
|
| 1993 |
+
],
|
| 1994 |
+
"quittingsmoking": [
|
| 1995 |
+
"quitting",
|
| 1996 |
+
"smoking"
|
| 1997 |
+
],
|
| 1998 |
+
"rushingslipstream": [
|
| 1999 |
+
"rushing",
|
| 2000 |
+
"slipstream"
|
| 2001 |
+
],
|
| 2002 |
+
"seeingsomeone": [
|
| 2003 |
+
"seeing",
|
| 2004 |
+
"someone"
|
| 2005 |
+
],
|
| 2006 |
+
"studyingsymmetry": [
|
| 2007 |
+
"studying",
|
| 2008 |
+
"symmetry"
|
| 2009 |
+
]
|
| 2010 |
+
},
|
| 2011 |
+
"VERB+PART": {
|
| 2012 |
+
"Gonna": [
|
| 2013 |
+
"Gon",
|
| 2014 |
+
"na"
|
| 2015 |
+
],
|
| 2016 |
+
"Gotta": [
|
| 2017 |
+
"Got",
|
| 2018 |
+
"ta"
|
| 2019 |
+
],
|
| 2020 |
+
"aren't": [
|
| 2021 |
+
"are",
|
| 2022 |
+
"n't"
|
| 2023 |
+
],
|
| 2024 |
+
"didn't": [
|
| 2025 |
+
"did",
|
| 2026 |
+
"n't"
|
| 2027 |
+
],
|
| 2028 |
+
"doesn't": [
|
| 2029 |
+
"does",
|
| 2030 |
+
"n't"
|
| 2031 |
+
],
|
| 2032 |
+
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|
| 2033 |
+
"do",
|
| 2034 |
+
"n't"
|
| 2035 |
+
],
|
| 2036 |
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|
| 2037 |
+
"do",
|
| 2038 |
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|
| 2039 |
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],
|
| 2040 |
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|
| 2041 |
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"gon",
|
| 2042 |
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|
| 2043 |
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],
|
| 2044 |
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|
| 2045 |
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"got",
|
| 2046 |
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"ta"
|
| 2047 |
+
],
|
| 2048 |
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|
| 2049 |
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"have",
|
| 2050 |
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"n't"
|
| 2051 |
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],
|
| 2052 |
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|
| 2053 |
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"wan",
|
| 2054 |
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|
| 2055 |
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],
|
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|
| 2057 |
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|
| 2058 |
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|
| 2059 |
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]
|
| 2060 |
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},
|
| 2061 |
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|
| 2062 |
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|
| 2063 |
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|
| 2064 |
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"s"
|
| 2065 |
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],
|
| 2066 |
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|
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"call",
|
| 2068 |
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|
| 2069 |
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],
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| 2070 |
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|
| 2071 |
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|
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|
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],
|
| 2074 |
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|
| 2075 |
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|
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|
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],
|
| 2078 |
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|
| 2079 |
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|
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|
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| 2084 |
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|
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],
|
| 2086 |
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|
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|
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]
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},
|
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|
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|
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|
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],
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| 2110 |
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|
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],
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|
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},
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},
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"X+PUNCT": {
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","
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","
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")"
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","
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| 2170 |
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"."
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"'s": [
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"'",
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").doc": [
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")",
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".doc"
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|
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"X+X+PRON": {
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},
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"tokenizer_class": "RobertaTokenizer",
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"use_cache": true,
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vocab.json
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