Commit
·
d658625
1
Parent(s):
287eea0
Update spaCy pipeline
Browse files- README.md +21 -21
- accuracy.json +148 -148
- config.cfg +48 -22
- es_dep_news_trf-any-py3-none-any.whl +2 -2
- lemmatizer/lookups/lookups.bin +2 -2
- meta.json +153 -153
- morphologizer/model +2 -2
- parser/model +2 -2
- transformer/cfg +1 -1
- transformer/model +2 -2
- vocab/strings.json +2 -2
README.md
CHANGED
|
@@ -14,59 +14,59 @@ model-index:
|
|
| 14 |
metrics:
|
| 15 |
- name: TAG (XPOS) Accuracy
|
| 16 |
type: accuracy
|
| 17 |
-
value: 0.
|
| 18 |
- task:
|
| 19 |
name: POS
|
| 20 |
type: token-classification
|
| 21 |
metrics:
|
| 22 |
- name: POS (UPOS) Accuracy
|
| 23 |
type: accuracy
|
| 24 |
-
value: 0.
|
| 25 |
- task:
|
| 26 |
name: MORPH
|
| 27 |
type: token-classification
|
| 28 |
metrics:
|
| 29 |
- name: Morph (UFeats) Accuracy
|
| 30 |
type: accuracy
|
| 31 |
-
value: 0.
|
| 32 |
- task:
|
| 33 |
name: LEMMA
|
| 34 |
type: token-classification
|
| 35 |
metrics:
|
| 36 |
- name: Lemma Accuracy
|
| 37 |
type: accuracy
|
| 38 |
-
value: 0.
|
| 39 |
- task:
|
| 40 |
name: UNLABELED_DEPENDENCIES
|
| 41 |
type: token-classification
|
| 42 |
metrics:
|
| 43 |
- name: Unlabeled Attachment Score (UAS)
|
| 44 |
type: f_score
|
| 45 |
-
value: 0.
|
| 46 |
- task:
|
| 47 |
name: LABELED_DEPENDENCIES
|
| 48 |
type: token-classification
|
| 49 |
metrics:
|
| 50 |
- name: Labeled Attachment Score (LAS)
|
| 51 |
type: f_score
|
| 52 |
-
value: 0.
|
| 53 |
- task:
|
| 54 |
name: SENTS
|
| 55 |
type: token-classification
|
| 56 |
metrics:
|
| 57 |
- name: Sentences F-Score
|
| 58 |
type: f_score
|
| 59 |
-
value: 0.
|
| 60 |
---
|
| 61 |
### Details: https://spacy.io/models/es#es_dep_news_trf
|
| 62 |
|
| 63 |
-
Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.
|
| 64 |
|
| 65 |
| Feature | Description |
|
| 66 |
| --- | --- |
|
| 67 |
| **Name** | `es_dep_news_trf` |
|
| 68 |
-
| **Version** | `3.
|
| 69 |
-
| **spaCy** | `>=3.
|
| 70 |
| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
|
| 71 |
| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
|
| 72 |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
|
@@ -95,15 +95,15 @@ Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components
|
|
| 95 |
| `TOKEN_P` | 99.89 |
|
| 96 |
| `TOKEN_R` | 99.95 |
|
| 97 |
| `TOKEN_F` | 99.92 |
|
| 98 |
-
| `POS_ACC` | 99.
|
| 99 |
-
| `MORPH_ACC` | 98.
|
| 100 |
-
| `MORPH_MICRO_P` | 99.
|
| 101 |
-
| `MORPH_MICRO_R` | 99.
|
| 102 |
| `MORPH_MICRO_F` | 99.51 |
|
| 103 |
-
| `SENTS_P` | 96.
|
| 104 |
-
| `SENTS_R` | 97.
|
| 105 |
-
| `SENTS_F` | 97.
|
| 106 |
-
| `DEP_UAS` | 94.
|
| 107 |
-
| `DEP_LAS` |
|
| 108 |
-
| `TAG_ACC` | 96.
|
| 109 |
-
| `LEMMA_ACC` | 96.
|
|
|
|
| 14 |
metrics:
|
| 15 |
- name: TAG (XPOS) Accuracy
|
| 16 |
type: accuracy
|
| 17 |
+
value: 0.9674401664
|
| 18 |
- task:
|
| 19 |
name: POS
|
| 20 |
type: token-classification
|
| 21 |
metrics:
|
| 22 |
- name: POS (UPOS) Accuracy
|
| 23 |
type: accuracy
|
| 24 |
+
value: 0.9913065148
|
| 25 |
- task:
|
| 26 |
name: MORPH
|
| 27 |
type: token-classification
|
| 28 |
metrics:
|
| 29 |
- name: Morph (UFeats) Accuracy
|
| 30 |
type: accuracy
|
| 31 |
+
value: 0.9877497028
|
| 32 |
- task:
|
| 33 |
name: LEMMA
|
| 34 |
type: token-classification
|
| 35 |
metrics:
|
| 36 |
- name: Lemma Accuracy
|
| 37 |
type: accuracy
|
| 38 |
+
value: 0.9685370645
|
| 39 |
- task:
|
| 40 |
name: UNLABELED_DEPENDENCIES
|
| 41 |
type: token-classification
|
| 42 |
metrics:
|
| 43 |
- name: Unlabeled Attachment Score (UAS)
|
| 44 |
type: f_score
|
| 45 |
+
value: 0.9484729289
|
| 46 |
- task:
|
| 47 |
name: LABELED_DEPENDENCIES
|
| 48 |
type: token-classification
|
| 49 |
metrics:
|
| 50 |
- name: Labeled Attachment Score (LAS)
|
| 51 |
type: f_score
|
| 52 |
+
value: 0.9310393672
|
| 53 |
- task:
|
| 54 |
name: SENTS
|
| 55 |
type: token-classification
|
| 56 |
metrics:
|
| 57 |
- name: Sentences F-Score
|
| 58 |
type: f_score
|
| 59 |
+
value: 0.9712057588
|
| 60 |
---
|
| 61 |
### Details: https://spacy.io/models/es#es_dep_news_trf
|
| 62 |
|
| 63 |
+
Spanish transformer pipeline (Transformer(name='dccuchile/bert-base-spanish-wwm-cased', piece_encoder='bert-wordpiece', stride=112, type='bert', width=768, window=158, vocab_size=31002)). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.
|
| 64 |
|
| 65 |
| Feature | Description |
|
| 66 |
| --- | --- |
|
| 67 |
| **Name** | `es_dep_news_trf` |
|
| 68 |
+
| **Version** | `3.7.2` |
|
| 69 |
+
| **spaCy** | `>=3.7.0,<3.8.0` |
|
| 70 |
| **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
|
| 71 |
| **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
|
| 72 |
| **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
|
|
|
|
| 95 |
| `TOKEN_P` | 99.89 |
|
| 96 |
| `TOKEN_R` | 99.95 |
|
| 97 |
| `TOKEN_F` | 99.92 |
|
| 98 |
+
| `POS_ACC` | 99.13 |
|
| 99 |
+
| `MORPH_ACC` | 98.77 |
|
| 100 |
+
| `MORPH_MICRO_P` | 99.66 |
|
| 101 |
+
| `MORPH_MICRO_R` | 99.37 |
|
| 102 |
| `MORPH_MICRO_F` | 99.51 |
|
| 103 |
+
| `SENTS_P` | 96.37 |
|
| 104 |
+
| `SENTS_R` | 97.88 |
|
| 105 |
+
| `SENTS_F` | 97.12 |
|
| 106 |
+
| `DEP_UAS` | 94.85 |
|
| 107 |
+
| `DEP_LAS` | 93.10 |
|
| 108 |
+
| `TAG_ACC` | 96.74 |
|
| 109 |
+
| `LEMMA_ACC` | 96.85 |
|
accuracy.json
CHANGED
|
@@ -3,21 +3,21 @@
|
|
| 3 |
"token_p": 0.9989078786,
|
| 4 |
"token_r": 0.9995398685,
|
| 5 |
"token_f": 0.9992237736,
|
| 6 |
-
"pos_acc": 0.
|
| 7 |
-
"morph_acc": 0.
|
| 8 |
-
"morph_micro_p": 0.
|
| 9 |
-
"morph_micro_r": 0.
|
| 10 |
-
"morph_micro_f": 0.
|
| 11 |
"morph_per_feat": {
|
| 12 |
"Definite": {
|
| 13 |
-
"p": 0.
|
| 14 |
-
"r": 0.
|
| 15 |
-
"f": 0.
|
| 16 |
},
|
| 17 |
"Gender": {
|
| 18 |
-
"p": 0.
|
| 19 |
-
"r": 0.
|
| 20 |
-
"f": 0.
|
| 21 |
},
|
| 22 |
"Number": {
|
| 23 |
"p": 0.998570932,
|
|
@@ -25,44 +25,44 @@
|
|
| 25 |
"f": 0.9966270262
|
| 26 |
},
|
| 27 |
"PronType": {
|
| 28 |
-
"p": 0.
|
| 29 |
-
"r": 0.
|
| 30 |
-
"f": 0.
|
| 31 |
},
|
| 32 |
"PunctType": {
|
| 33 |
-
"p": 0.
|
| 34 |
-
"r": 0.
|
| 35 |
-
"f": 0.
|
| 36 |
},
|
| 37 |
"VerbForm": {
|
| 38 |
-
"p": 0.
|
| 39 |
-
"r": 0.
|
| 40 |
-
"f": 0.
|
| 41 |
},
|
| 42 |
"Mood": {
|
| 43 |
-
"p": 0.
|
| 44 |
-
"r": 0.
|
| 45 |
-
"f": 0.
|
| 46 |
},
|
| 47 |
"Person": {
|
| 48 |
-
"p": 0.
|
| 49 |
-
"r": 0.
|
| 50 |
-
"f": 0.
|
| 51 |
},
|
| 52 |
"Tense": {
|
| 53 |
-
"p": 0.
|
| 54 |
-
"r": 0.
|
| 55 |
-
"f": 0.
|
| 56 |
},
|
| 57 |
"NumForm": {
|
| 58 |
-
"p": 0.
|
| 59 |
"r": 0.9708265802,
|
| 60 |
-
"f": 0.
|
| 61 |
},
|
| 62 |
"NumType": {
|
| 63 |
-
"p": 0.
|
| 64 |
-
"r": 0.
|
| 65 |
-
"f": 0.
|
| 66 |
},
|
| 67 |
"Poss": {
|
| 68 |
"p": 1.0,
|
|
@@ -75,34 +75,34 @@
|
|
| 75 |
"f": 0.998998999
|
| 76 |
},
|
| 77 |
"Case": {
|
| 78 |
-
"p": 0.
|
| 79 |
-
"r": 0.
|
| 80 |
-
"f": 0.
|
| 81 |
},
|
| 82 |
"PrepCase": {
|
| 83 |
-
"p":
|
| 84 |
-
"r": 0.
|
| 85 |
-
"f": 0.
|
| 86 |
},
|
| 87 |
"Reflex": {
|
| 88 |
-
"p": 0.
|
| 89 |
-
"r": 0.
|
| 90 |
-
"f": 0.
|
| 91 |
},
|
| 92 |
"Degree": {
|
| 93 |
-
"p": 0.
|
| 94 |
-
"r": 0.
|
| 95 |
-
"f": 0.
|
| 96 |
},
|
| 97 |
"Polarity": {
|
| 98 |
"p": 1.0,
|
| 99 |
-
"r": 0.
|
| 100 |
-
"f": 0.
|
| 101 |
},
|
| 102 |
"AdvType": {
|
| 103 |
-
"p": 0.
|
| 104 |
"r": 0.9414893617,
|
| 105 |
-
"f": 0.
|
| 106 |
},
|
| 107 |
"Number[psor]": {
|
| 108 |
"p": 1.0,
|
|
@@ -115,156 +115,156 @@
|
|
| 115 |
"f": 1.0
|
| 116 |
}
|
| 117 |
},
|
| 118 |
-
"sents_p": 0.
|
| 119 |
-
"sents_r": 0.
|
| 120 |
-
"sents_f": 0.
|
| 121 |
-
"dep_uas": 0.
|
| 122 |
-
"dep_las": 0.
|
| 123 |
"dep_las_per_type": {
|
| 124 |
"det": {
|
| 125 |
-
"p": 0.
|
| 126 |
-
"r": 0.
|
| 127 |
-
"f": 0.
|
| 128 |
},
|
| 129 |
"nsubj": {
|
| 130 |
-
"p": 0.
|
| 131 |
-
"r": 0.
|
| 132 |
-
"f": 0.
|
| 133 |
},
|
| 134 |
"case": {
|
| 135 |
-
"p": 0.
|
| 136 |
-
"r": 0.
|
| 137 |
-
"f": 0.
|
| 138 |
},
|
| 139 |
"amod": {
|
| 140 |
-
"p": 0.
|
| 141 |
-
"r": 0.
|
| 142 |
-
"f": 0.
|
| 143 |
},
|
| 144 |
"nmod": {
|
| 145 |
-
"p": 0.
|
| 146 |
-
"r": 0.
|
| 147 |
-
"f": 0.
|
| 148 |
},
|
| 149 |
"mark": {
|
| 150 |
-
"p": 0.
|
| 151 |
-
"r": 0.
|
| 152 |
-
"f": 0.
|
| 153 |
},
|
| 154 |
"acl": {
|
| 155 |
-
"p": 0.
|
| 156 |
-
"r": 0.
|
| 157 |
-
"f": 0.
|
| 158 |
},
|
| 159 |
"advcl": {
|
| 160 |
-
"p": 0.
|
| 161 |
-
"r": 0.
|
| 162 |
-
"f": 0.
|
| 163 |
},
|
| 164 |
"nummod": {
|
| 165 |
-
"p": 0.
|
| 166 |
-
"r": 0.
|
| 167 |
-
"f": 0.
|
| 168 |
},
|
| 169 |
"obj": {
|
| 170 |
-
"p": 0.
|
| 171 |
-
"r": 0.
|
| 172 |
-
"f": 0.
|
| 173 |
},
|
| 174 |
"obl": {
|
| 175 |
-
"p": 0.
|
| 176 |
-
"r": 0.
|
| 177 |
-
"f": 0.
|
| 178 |
},
|
| 179 |
"fixed": {
|
| 180 |
-
"p": 0.
|
| 181 |
-
"r": 0.
|
| 182 |
-
"f": 0.
|
| 183 |
},
|
| 184 |
"cc": {
|
| 185 |
-
"p": 0.
|
| 186 |
-
"r": 0.
|
| 187 |
-
"f": 0.
|
| 188 |
},
|
| 189 |
"conj": {
|
| 190 |
-
"p": 0.
|
| 191 |
-
"r": 0.
|
| 192 |
-
"f": 0.
|
| 193 |
},
|
| 194 |
"root": {
|
| 195 |
-
"p": 0.
|
| 196 |
-
"r": 0.
|
| 197 |
-
"f": 0.
|
| 198 |
},
|
| 199 |
"flat": {
|
| 200 |
-
"p": 0.
|
| 201 |
-
"r": 0.
|
| 202 |
-
"f": 0.
|
| 203 |
},
|
| 204 |
"xcomp": {
|
| 205 |
-
"p": 0.
|
| 206 |
-
"r": 0.
|
| 207 |
-
"f": 0.
|
| 208 |
},
|
| 209 |
"advmod": {
|
| 210 |
-
"p": 0.
|
| 211 |
-
"r": 0.
|
| 212 |
-
"f": 0.
|
| 213 |
},
|
| 214 |
"compound": {
|
| 215 |
-
"p": 0.
|
| 216 |
-
"r": 0.
|
| 217 |
-
"f": 0.
|
| 218 |
},
|
| 219 |
"expl:pv": {
|
| 220 |
-
"p": 0.
|
| 221 |
-
"r": 0.
|
| 222 |
-
"f": 0.
|
| 223 |
},
|
| 224 |
"cop": {
|
| 225 |
-
"p": 0.
|
| 226 |
-
"r": 0.
|
| 227 |
-
"f": 0.
|
| 228 |
},
|
| 229 |
"ccomp": {
|
| 230 |
-
"p": 0.
|
| 231 |
-
"r": 0.
|
| 232 |
-
"f": 0.
|
| 233 |
},
|
| 234 |
"iobj": {
|
| 235 |
-
"p": 0.
|
| 236 |
-
"r": 0.
|
| 237 |
-
"f": 0.
|
| 238 |
},
|
| 239 |
"aux": {
|
| 240 |
-
"p": 0.
|
| 241 |
-
"r": 0.
|
| 242 |
-
"f": 0.
|
| 243 |
},
|
| 244 |
"appos": {
|
| 245 |
-
"p": 0.
|
| 246 |
-
"r": 0.
|
| 247 |
-
"f": 0.
|
| 248 |
},
|
| 249 |
"expl:pass": {
|
| 250 |
-
"p": 0.
|
| 251 |
-
"r": 0.
|
| 252 |
-
"f": 0.
|
| 253 |
},
|
| 254 |
"csubj": {
|
| 255 |
-
"p": 0.
|
| 256 |
-
"r": 0.
|
| 257 |
-
"f": 0.
|
| 258 |
},
|
| 259 |
"parataxis": {
|
| 260 |
-
"p": 0.
|
| 261 |
-
"r": 0.
|
| 262 |
-
"f": 0.
|
| 263 |
},
|
| 264 |
"expl:impers": {
|
| 265 |
-
"p": 0.
|
| 266 |
-
"r": 0.
|
| 267 |
-
"f": 0.
|
| 268 |
},
|
| 269 |
"orphan": {
|
| 270 |
"p": 0.0,
|
|
@@ -272,9 +272,9 @@
|
|
| 272 |
"f": 0.0
|
| 273 |
},
|
| 274 |
"dep": {
|
| 275 |
-
"p": 0.
|
| 276 |
-
"r": 0.
|
| 277 |
-
"f": 0.
|
| 278 |
},
|
| 279 |
"nsubj:pass": {
|
| 280 |
"p": 0.0,
|
|
@@ -292,7 +292,7 @@
|
|
| 292 |
"f": 0.0
|
| 293 |
}
|
| 294 |
},
|
| 295 |
-
"tag_acc": 0.
|
| 296 |
-
"lemma_acc": 0.
|
| 297 |
-
"speed":
|
| 298 |
}
|
|
|
|
| 3 |
"token_p": 0.9989078786,
|
| 4 |
"token_r": 0.9995398685,
|
| 5 |
"token_f": 0.9992237736,
|
| 6 |
+
"pos_acc": 0.9913065148,
|
| 7 |
+
"morph_acc": 0.9877497028,
|
| 8 |
+
"morph_micro_p": 0.9966031189,
|
| 9 |
+
"morph_micro_r": 0.9936743158,
|
| 10 |
+
"morph_micro_f": 0.9951365624,
|
| 11 |
"morph_per_feat": {
|
| 12 |
"Definite": {
|
| 13 |
+
"p": 0.998716303,
|
| 14 |
+
"r": 0.9988587732,
|
| 15 |
+
"f": 0.998787533
|
| 16 |
},
|
| 17 |
"Gender": {
|
| 18 |
+
"p": 0.9968154529,
|
| 19 |
+
"r": 0.9920507092,
|
| 20 |
+
"f": 0.9944273736
|
| 21 |
},
|
| 22 |
"Number": {
|
| 23 |
"p": 0.998570932,
|
|
|
|
| 25 |
"f": 0.9966270262
|
| 26 |
},
|
| 27 |
"PronType": {
|
| 28 |
+
"p": 0.998181122,
|
| 29 |
+
"r": 0.9958930277,
|
| 30 |
+
"f": 0.9970357621
|
| 31 |
},
|
| 32 |
"PunctType": {
|
| 33 |
+
"p": 0.9998403576,
|
| 34 |
+
"r": 0.9984058664,
|
| 35 |
+
"f": 0.9991225971
|
| 36 |
},
|
| 37 |
"VerbForm": {
|
| 38 |
+
"p": 0.9953110347,
|
| 39 |
+
"r": 0.995,
|
| 40 |
+
"f": 0.995155493
|
| 41 |
},
|
| 42 |
"Mood": {
|
| 43 |
+
"p": 0.9925280199,
|
| 44 |
+
"r": 0.9905543127,
|
| 45 |
+
"f": 0.9915401841
|
| 46 |
},
|
| 47 |
"Person": {
|
| 48 |
+
"p": 0.9959888385,
|
| 49 |
+
"r": 0.9940818103,
|
| 50 |
+
"f": 0.9950344107
|
| 51 |
},
|
| 52 |
"Tense": {
|
| 53 |
+
"p": 0.9931693989,
|
| 54 |
+
"r": 0.9940747493,
|
| 55 |
+
"f": 0.9936218679
|
| 56 |
},
|
| 57 |
"NumForm": {
|
| 58 |
+
"p": 0.9900826446,
|
| 59 |
"r": 0.9708265802,
|
| 60 |
+
"f": 0.9803600655
|
| 61 |
},
|
| 62 |
"NumType": {
|
| 63 |
+
"p": 0.9811965812,
|
| 64 |
+
"r": 0.9655172414,
|
| 65 |
+
"f": 0.9732937685
|
| 66 |
},
|
| 67 |
"Poss": {
|
| 68 |
"p": 1.0,
|
|
|
|
| 75 |
"f": 0.998998999
|
| 76 |
},
|
| 77 |
"Case": {
|
| 78 |
+
"p": 0.9713043478,
|
| 79 |
+
"r": 0.9662629758,
|
| 80 |
+
"f": 0.9687771032
|
| 81 |
},
|
| 82 |
"PrepCase": {
|
| 83 |
+
"p": 0.998960499,
|
| 84 |
+
"r": 0.9948240166,
|
| 85 |
+
"f": 0.9968879668
|
| 86 |
},
|
| 87 |
"Reflex": {
|
| 88 |
+
"p": 0.9778830964,
|
| 89 |
+
"r": 0.9951768489,
|
| 90 |
+
"f": 0.9864541833
|
| 91 |
},
|
| 92 |
"Degree": {
|
| 93 |
+
"p": 0.9928571429,
|
| 94 |
+
"r": 0.9893238434,
|
| 95 |
+
"f": 0.991087344
|
| 96 |
},
|
| 97 |
"Polarity": {
|
| 98 |
"p": 1.0,
|
| 99 |
+
"r": 0.9902597403,
|
| 100 |
+
"f": 0.9951060359
|
| 101 |
},
|
| 102 |
"AdvType": {
|
| 103 |
+
"p": 0.9619565217,
|
| 104 |
"r": 0.9414893617,
|
| 105 |
+
"f": 0.9516129032
|
| 106 |
},
|
| 107 |
"Number[psor]": {
|
| 108 |
"p": 1.0,
|
|
|
|
| 115 |
"f": 1.0
|
| 116 |
}
|
| 117 |
},
|
| 118 |
+
"sents_p": 0.9636904762,
|
| 119 |
+
"sents_r": 0.9788391778,
|
| 120 |
+
"sents_f": 0.9712057588,
|
| 121 |
+
"dep_uas": 0.9484729289,
|
| 122 |
+
"dep_las": 0.9310393672,
|
| 123 |
"dep_las_per_type": {
|
| 124 |
"det": {
|
| 125 |
+
"p": 0.984183025,
|
| 126 |
+
"r": 0.9859932088,
|
| 127 |
+
"f": 0.9850872853
|
| 128 |
},
|
| 129 |
"nsubj": {
|
| 130 |
+
"p": 0.9609203798,
|
| 131 |
+
"r": 0.9623262619,
|
| 132 |
+
"f": 0.961622807
|
| 133 |
},
|
| 134 |
"case": {
|
| 135 |
+
"p": 0.9732649203,
|
| 136 |
+
"r": 0.9716904826,
|
| 137 |
+
"f": 0.9724770642
|
| 138 |
},
|
| 139 |
"amod": {
|
| 140 |
+
"p": 0.9577218728,
|
| 141 |
+
"r": 0.9540549948,
|
| 142 |
+
"f": 0.9558849172
|
| 143 |
},
|
| 144 |
"nmod": {
|
| 145 |
+
"p": 0.9085300429,
|
| 146 |
+
"r": 0.8967434472,
|
| 147 |
+
"f": 0.9025982678
|
| 148 |
},
|
| 149 |
"mark": {
|
| 150 |
+
"p": 0.9381838074,
|
| 151 |
+
"r": 0.9548997773,
|
| 152 |
+
"f": 0.9464679912
|
| 153 |
},
|
| 154 |
"acl": {
|
| 155 |
+
"p": 0.8763285024,
|
| 156 |
+
"r": 0.8638095238,
|
| 157 |
+
"f": 0.8700239808
|
| 158 |
},
|
| 159 |
"advcl": {
|
| 160 |
+
"p": 0.7511961722,
|
| 161 |
+
"r": 0.774352651,
|
| 162 |
+
"f": 0.7625986642
|
| 163 |
},
|
| 164 |
"nummod": {
|
| 165 |
+
"p": 0.9267857143,
|
| 166 |
+
"r": 0.9153439153,
|
| 167 |
+
"f": 0.9210292813
|
| 168 |
},
|
| 169 |
"obj": {
|
| 170 |
+
"p": 0.925545996,
|
| 171 |
+
"r": 0.9310918775,
|
| 172 |
+
"f": 0.9283106538
|
| 173 |
},
|
| 174 |
"obl": {
|
| 175 |
+
"p": 0.8356282272,
|
| 176 |
+
"r": 0.8381527838,
|
| 177 |
+
"f": 0.8368886016
|
| 178 |
},
|
| 179 |
"fixed": {
|
| 180 |
+
"p": 0.875502008,
|
| 181 |
+
"r": 0.8802153432,
|
| 182 |
+
"f": 0.877852349
|
| 183 |
},
|
| 184 |
"cc": {
|
| 185 |
+
"p": 0.9649965683,
|
| 186 |
+
"r": 0.9663230241,
|
| 187 |
+
"f": 0.9656593407
|
| 188 |
},
|
| 189 |
"conj": {
|
| 190 |
+
"p": 0.8464516129,
|
| 191 |
+
"r": 0.8372686662,
|
| 192 |
+
"f": 0.8418350979
|
| 193 |
},
|
| 194 |
"root": {
|
| 195 |
+
"p": 0.9505952381,
|
| 196 |
+
"r": 0.9655380895,
|
| 197 |
+
"f": 0.9580083983
|
| 198 |
},
|
| 199 |
"flat": {
|
| 200 |
+
"p": 0.9494047619,
|
| 201 |
+
"r": 0.958677686,
|
| 202 |
+
"f": 0.9540186916
|
| 203 |
},
|
| 204 |
"xcomp": {
|
| 205 |
+
"p": 0.8974358974,
|
| 206 |
+
"r": 0.85995086,
|
| 207 |
+
"f": 0.878293601
|
| 208 |
},
|
| 209 |
"advmod": {
|
| 210 |
+
"p": 0.8801120448,
|
| 211 |
+
"r": 0.8855693348,
|
| 212 |
+
"f": 0.8828322563
|
| 213 |
},
|
| 214 |
"compound": {
|
| 215 |
+
"p": 0.8986784141,
|
| 216 |
+
"r": 0.8192771084,
|
| 217 |
+
"f": 0.8571428571
|
| 218 |
},
|
| 219 |
"expl:pv": {
|
| 220 |
+
"p": 0.8943396226,
|
| 221 |
+
"r": 0.908045977,
|
| 222 |
+
"f": 0.9011406844
|
| 223 |
},
|
| 224 |
"cop": {
|
| 225 |
+
"p": 0.9191489362,
|
| 226 |
+
"r": 0.9270386266,
|
| 227 |
+
"f": 0.9230769231
|
| 228 |
},
|
| 229 |
"ccomp": {
|
| 230 |
+
"p": 0.8882882883,
|
| 231 |
+
"r": 0.9249530957,
|
| 232 |
+
"f": 0.90625
|
| 233 |
},
|
| 234 |
"iobj": {
|
| 235 |
+
"p": 0.8020833333,
|
| 236 |
+
"r": 0.7661691542,
|
| 237 |
+
"f": 0.7837150127
|
| 238 |
},
|
| 239 |
"aux": {
|
| 240 |
+
"p": 0.9671428571,
|
| 241 |
+
"r": 0.9630156472,
|
| 242 |
+
"f": 0.9650748396
|
| 243 |
},
|
| 244 |
"appos": {
|
| 245 |
+
"p": 0.8389715832,
|
| 246 |
+
"r": 0.8647140865,
|
| 247 |
+
"f": 0.8516483516
|
| 248 |
},
|
| 249 |
"expl:pass": {
|
| 250 |
+
"p": 0.9401197605,
|
| 251 |
+
"r": 0.8486486486,
|
| 252 |
+
"f": 0.8920454545
|
| 253 |
},
|
| 254 |
"csubj": {
|
| 255 |
+
"p": 0.902173913,
|
| 256 |
+
"r": 0.8736842105,
|
| 257 |
+
"f": 0.8877005348
|
| 258 |
},
|
| 259 |
"parataxis": {
|
| 260 |
+
"p": 0.7,
|
| 261 |
+
"r": 0.5,
|
| 262 |
+
"f": 0.5833333333
|
| 263 |
},
|
| 264 |
"expl:impers": {
|
| 265 |
+
"p": 0.6086956522,
|
| 266 |
+
"r": 0.875,
|
| 267 |
+
"f": 0.7179487179
|
| 268 |
},
|
| 269 |
"orphan": {
|
| 270 |
"p": 0.0,
|
|
|
|
| 272 |
"f": 0.0
|
| 273 |
},
|
| 274 |
"dep": {
|
| 275 |
+
"p": 0.0322580645,
|
| 276 |
+
"r": 0.1111111111,
|
| 277 |
+
"f": 0.05
|
| 278 |
},
|
| 279 |
"nsubj:pass": {
|
| 280 |
"p": 0.0,
|
|
|
|
| 292 |
"f": 0.0
|
| 293 |
}
|
| 294 |
},
|
| 295 |
+
"tag_acc": 0.9674401664,
|
| 296 |
+
"lemma_acc": 0.9685370645,
|
| 297 |
+
"speed": 2047.9632793631
|
| 298 |
}
|
config.cfg
CHANGED
|
@@ -17,6 +17,7 @@ after_creation = null
|
|
| 17 |
after_pipeline_creation = null
|
| 18 |
batch_size = 64
|
| 19 |
tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
|
|
|
|
| 20 |
|
| 21 |
[components]
|
| 22 |
|
|
@@ -45,10 +46,11 @@ nO = null
|
|
| 45 |
normalize = false
|
| 46 |
|
| 47 |
[components.morphologizer.model.tok2vec]
|
| 48 |
-
@architectures = "spacy-transformers.
|
| 49 |
-
|
| 50 |
upstream = "transformer"
|
| 51 |
pooling = {"@layers":"reduce_mean.v1"}
|
|
|
|
| 52 |
|
| 53 |
[components.parser]
|
| 54 |
factory = "parser"
|
|
@@ -68,32 +70,44 @@ use_upper = false
|
|
| 68 |
nO = null
|
| 69 |
|
| 70 |
[components.parser.model.tok2vec]
|
| 71 |
-
@architectures = "spacy-transformers.
|
| 72 |
-
|
| 73 |
upstream = "transformer"
|
| 74 |
pooling = {"@layers":"reduce_mean.v1"}
|
|
|
|
| 75 |
|
| 76 |
[components.transformer]
|
| 77 |
-
factory = "
|
| 78 |
-
|
| 79 |
-
|
| 80 |
|
| 81 |
[components.transformer.model]
|
| 82 |
-
|
| 83 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 84 |
mixed_precision = false
|
| 85 |
-
|
| 86 |
-
[components.transformer.model.get_spans]
|
| 87 |
-
@span_getters = "spacy-transformers.strided_spans.v1"
|
| 88 |
-
window = 128
|
| 89 |
-
stride = 96
|
| 90 |
|
| 91 |
[components.transformer.model.grad_scaler_config]
|
| 92 |
|
| 93 |
-
[components.transformer.model.
|
| 94 |
-
|
| 95 |
-
|
| 96 |
-
|
|
|
|
| 97 |
|
| 98 |
[corpora]
|
| 99 |
|
|
@@ -130,11 +144,11 @@ annotating_components = []
|
|
| 130 |
before_update = null
|
| 131 |
|
| 132 |
[training.batcher]
|
| 133 |
-
@batchers = "spacy.
|
| 134 |
-
discard_oversize =
|
| 135 |
-
get_length = null
|
| 136 |
size = 2000
|
| 137 |
-
|
|
|
|
| 138 |
|
| 139 |
[training.logger]
|
| 140 |
@loggers = "spacy.ConsoleLogger.v1"
|
|
@@ -197,6 +211,18 @@ require = false
|
|
| 197 |
path = "corpus/labels/parser.json"
|
| 198 |
require = false
|
| 199 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 200 |
[initialize.lookups]
|
| 201 |
@misc = "spacy.LookupsDataLoader.v1"
|
| 202 |
lang = ${nlp.lang}
|
|
|
|
| 17 |
after_pipeline_creation = null
|
| 18 |
batch_size = 64
|
| 19 |
tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
|
| 20 |
+
vectors = {"@vectors":"spacy.Vectors.v1"}
|
| 21 |
|
| 22 |
[components]
|
| 23 |
|
|
|
|
| 46 |
normalize = false
|
| 47 |
|
| 48 |
[components.morphologizer.model.tok2vec]
|
| 49 |
+
@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
|
| 50 |
+
width = ${components.transformer.model.hidden_width}
|
| 51 |
upstream = "transformer"
|
| 52 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 53 |
+
grad_factor = 1.0
|
| 54 |
|
| 55 |
[components.parser]
|
| 56 |
factory = "parser"
|
|
|
|
| 70 |
nO = null
|
| 71 |
|
| 72 |
[components.parser.model.tok2vec]
|
| 73 |
+
@architectures = "spacy-curated-transformers.LastTransformerLayerListener.v1"
|
| 74 |
+
width = ${components.transformer.model.hidden_width}
|
| 75 |
upstream = "transformer"
|
| 76 |
pooling = {"@layers":"reduce_mean.v1"}
|
| 77 |
+
grad_factor = 1.0
|
| 78 |
|
| 79 |
[components.transformer]
|
| 80 |
+
factory = "curated_transformer"
|
| 81 |
+
all_layer_outputs = false
|
| 82 |
+
frozen = false
|
| 83 |
|
| 84 |
[components.transformer.model]
|
| 85 |
+
@architectures = "spacy-curated-transformers.BertTransformer.v1"
|
| 86 |
+
vocab_size = 31002
|
| 87 |
+
hidden_width = 768
|
| 88 |
+
piece_encoder = {"@architectures":"spacy-curated-transformers.BertWordpieceEncoder.v1"}
|
| 89 |
+
attention_probs_dropout_prob = 0.1
|
| 90 |
+
hidden_act = "gelu"
|
| 91 |
+
hidden_dropout_prob = 0.1
|
| 92 |
+
intermediate_width = 3072
|
| 93 |
+
layer_norm_eps = 0.0
|
| 94 |
+
max_position_embeddings = 512
|
| 95 |
+
model_max_length = 512
|
| 96 |
+
num_attention_heads = 12
|
| 97 |
+
num_hidden_layers = 12
|
| 98 |
+
padding_idx = 0
|
| 99 |
+
type_vocab_size = 2
|
| 100 |
+
torchscript = false
|
| 101 |
mixed_precision = false
|
| 102 |
+
wrapped_listener = null
|
|
|
|
|
|
|
|
|
|
|
|
|
| 103 |
|
| 104 |
[components.transformer.model.grad_scaler_config]
|
| 105 |
|
| 106 |
+
[components.transformer.model.with_spans]
|
| 107 |
+
@architectures = "spacy-curated-transformers.WithStridedSpans.v1"
|
| 108 |
+
stride = 112
|
| 109 |
+
window = 158
|
| 110 |
+
batch_size = 384
|
| 111 |
|
| 112 |
[corpora]
|
| 113 |
|
|
|
|
| 144 |
before_update = null
|
| 145 |
|
| 146 |
[training.batcher]
|
| 147 |
+
@batchers = "spacy.batch_by_words.v1"
|
| 148 |
+
discard_oversize = false
|
|
|
|
| 149 |
size = 2000
|
| 150 |
+
tolerance = 0.2
|
| 151 |
+
get_length = null
|
| 152 |
|
| 153 |
[training.logger]
|
| 154 |
@loggers = "spacy.ConsoleLogger.v1"
|
|
|
|
| 211 |
path = "corpus/labels/parser.json"
|
| 212 |
require = false
|
| 213 |
|
| 214 |
+
[initialize.components.transformer]
|
| 215 |
+
|
| 216 |
+
[initialize.components.transformer.encoder_loader]
|
| 217 |
+
@model_loaders = "spacy-curated-transformers.HFTransformerEncoderLoader.v1"
|
| 218 |
+
name = "dccuchile/bert-base-spanish-wwm-cased"
|
| 219 |
+
revision = "main"
|
| 220 |
+
|
| 221 |
+
[initialize.components.transformer.piecer_loader]
|
| 222 |
+
@model_loaders = "spacy-curated-transformers.HFPieceEncoderLoader.v1"
|
| 223 |
+
name = "dccuchile/bert-base-spanish-wwm-cased"
|
| 224 |
+
revision = "main"
|
| 225 |
+
|
| 226 |
[initialize.lookups]
|
| 227 |
@misc = "spacy.LookupsDataLoader.v1"
|
| 228 |
lang = ${nlp.lang}
|
es_dep_news_trf-any-py3-none-any.whl
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:03117d52d9077a5af65a8163b419fb94569e2048039bdbacd6484b27bfcbd272
|
| 3 |
+
size 407804601
|
lemmatizer/lookups/lookups.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ee3740fdad2ebc1cf79a63a8e5b2d2f3dd47b33c3a7a0bc9351ba5a1246b6a07
|
| 3 |
+
size 165225
|
meta.json
CHANGED
|
@@ -1,14 +1,14 @@
|
|
| 1 |
{
|
| 2 |
"lang":"es",
|
| 3 |
"name":"dep_news_trf",
|
| 4 |
-
"version":"3.
|
| 5 |
-
"description":"Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
|
| 6 |
"author":"Explosion",
|
| 7 |
"email":"[email protected]",
|
| 8 |
"url":"https://explosion.ai",
|
| 9 |
"license":"GNU GPL 3.0",
|
| 10 |
-
"spacy_version":">=3.
|
| 11 |
-
"spacy_git_version":"
|
| 12 |
"vectors":{
|
| 13 |
"width":0,
|
| 14 |
"vectors":0,
|
|
@@ -515,21 +515,21 @@
|
|
| 515 |
"token_p":0.9989078786,
|
| 516 |
"token_r":0.9995398685,
|
| 517 |
"token_f":0.9992237736,
|
| 518 |
-
"pos_acc":0.
|
| 519 |
-
"morph_acc":0.
|
| 520 |
-
"morph_micro_p":0.
|
| 521 |
-
"morph_micro_r":0.
|
| 522 |
-
"morph_micro_f":0.
|
| 523 |
"morph_per_feat":{
|
| 524 |
"Definite":{
|
| 525 |
-
"p":0.
|
| 526 |
-
"r":0.
|
| 527 |
-
"f":0.
|
| 528 |
},
|
| 529 |
"Gender":{
|
| 530 |
-
"p":0.
|
| 531 |
-
"r":0.
|
| 532 |
-
"f":0.
|
| 533 |
},
|
| 534 |
"Number":{
|
| 535 |
"p":0.998570932,
|
|
@@ -537,44 +537,44 @@
|
|
| 537 |
"f":0.9966270262
|
| 538 |
},
|
| 539 |
"PronType":{
|
| 540 |
-
"p":0.
|
| 541 |
-
"r":0.
|
| 542 |
-
"f":0.
|
| 543 |
},
|
| 544 |
"PunctType":{
|
| 545 |
-
"p":0.
|
| 546 |
-
"r":0.
|
| 547 |
-
"f":0.
|
| 548 |
},
|
| 549 |
"VerbForm":{
|
| 550 |
-
"p":0.
|
| 551 |
-
"r":0.
|
| 552 |
-
"f":0.
|
| 553 |
},
|
| 554 |
"Mood":{
|
| 555 |
-
"p":0.
|
| 556 |
-
"r":0.
|
| 557 |
-
"f":0.
|
| 558 |
},
|
| 559 |
"Person":{
|
| 560 |
-
"p":0.
|
| 561 |
-
"r":0.
|
| 562 |
-
"f":0.
|
| 563 |
},
|
| 564 |
"Tense":{
|
| 565 |
-
"p":0.
|
| 566 |
-
"r":0.
|
| 567 |
-
"f":0.
|
| 568 |
},
|
| 569 |
"NumForm":{
|
| 570 |
-
"p":0.
|
| 571 |
"r":0.9708265802,
|
| 572 |
-
"f":0.
|
| 573 |
},
|
| 574 |
"NumType":{
|
| 575 |
-
"p":0.
|
| 576 |
-
"r":0.
|
| 577 |
-
"f":0.
|
| 578 |
},
|
| 579 |
"Poss":{
|
| 580 |
"p":1.0,
|
|
@@ -587,34 +587,34 @@
|
|
| 587 |
"f":0.998998999
|
| 588 |
},
|
| 589 |
"Case":{
|
| 590 |
-
"p":0.
|
| 591 |
-
"r":0.
|
| 592 |
-
"f":0.
|
| 593 |
},
|
| 594 |
"PrepCase":{
|
| 595 |
-
"p":
|
| 596 |
-
"r":0.
|
| 597 |
-
"f":0.
|
| 598 |
},
|
| 599 |
"Reflex":{
|
| 600 |
-
"p":0.
|
| 601 |
-
"r":0.
|
| 602 |
-
"f":0.
|
| 603 |
},
|
| 604 |
"Degree":{
|
| 605 |
-
"p":0.
|
| 606 |
-
"r":0.
|
| 607 |
-
"f":0.
|
| 608 |
},
|
| 609 |
"Polarity":{
|
| 610 |
"p":1.0,
|
| 611 |
-
"r":0.
|
| 612 |
-
"f":0.
|
| 613 |
},
|
| 614 |
"AdvType":{
|
| 615 |
-
"p":0.
|
| 616 |
"r":0.9414893617,
|
| 617 |
-
"f":0.
|
| 618 |
},
|
| 619 |
"Number[psor]":{
|
| 620 |
"p":1.0,
|
|
@@ -627,156 +627,156 @@
|
|
| 627 |
"f":1.0
|
| 628 |
}
|
| 629 |
},
|
| 630 |
-
"sents_p":0.
|
| 631 |
-
"sents_r":0.
|
| 632 |
-
"sents_f":0.
|
| 633 |
-
"dep_uas":0.
|
| 634 |
-
"dep_las":0.
|
| 635 |
"dep_las_per_type":{
|
| 636 |
"det":{
|
| 637 |
-
"p":0.
|
| 638 |
-
"r":0.
|
| 639 |
-
"f":0.
|
| 640 |
},
|
| 641 |
"nsubj":{
|
| 642 |
-
"p":0.
|
| 643 |
-
"r":0.
|
| 644 |
-
"f":0.
|
| 645 |
},
|
| 646 |
"case":{
|
| 647 |
-
"p":0.
|
| 648 |
-
"r":0.
|
| 649 |
-
"f":0.
|
| 650 |
},
|
| 651 |
"amod":{
|
| 652 |
-
"p":0.
|
| 653 |
-
"r":0.
|
| 654 |
-
"f":0.
|
| 655 |
},
|
| 656 |
"nmod":{
|
| 657 |
-
"p":0.
|
| 658 |
-
"r":0.
|
| 659 |
-
"f":0.
|
| 660 |
},
|
| 661 |
"mark":{
|
| 662 |
-
"p":0.
|
| 663 |
-
"r":0.
|
| 664 |
-
"f":0.
|
| 665 |
},
|
| 666 |
"acl":{
|
| 667 |
-
"p":0.
|
| 668 |
-
"r":0.
|
| 669 |
-
"f":0.
|
| 670 |
},
|
| 671 |
"advcl":{
|
| 672 |
-
"p":0.
|
| 673 |
-
"r":0.
|
| 674 |
-
"f":0.
|
| 675 |
},
|
| 676 |
"nummod":{
|
| 677 |
-
"p":0.
|
| 678 |
-
"r":0.
|
| 679 |
-
"f":0.
|
| 680 |
},
|
| 681 |
"obj":{
|
| 682 |
-
"p":0.
|
| 683 |
-
"r":0.
|
| 684 |
-
"f":0.
|
| 685 |
},
|
| 686 |
"obl":{
|
| 687 |
-
"p":0.
|
| 688 |
-
"r":0.
|
| 689 |
-
"f":0.
|
| 690 |
},
|
| 691 |
"fixed":{
|
| 692 |
-
"p":0.
|
| 693 |
-
"r":0.
|
| 694 |
-
"f":0.
|
| 695 |
},
|
| 696 |
"cc":{
|
| 697 |
-
"p":0.
|
| 698 |
-
"r":0.
|
| 699 |
-
"f":0.
|
| 700 |
},
|
| 701 |
"conj":{
|
| 702 |
-
"p":0.
|
| 703 |
-
"r":0.
|
| 704 |
-
"f":0.
|
| 705 |
},
|
| 706 |
"root":{
|
| 707 |
-
"p":0.
|
| 708 |
-
"r":0.
|
| 709 |
-
"f":0.
|
| 710 |
},
|
| 711 |
"flat":{
|
| 712 |
-
"p":0.
|
| 713 |
-
"r":0.
|
| 714 |
-
"f":0.
|
| 715 |
},
|
| 716 |
"xcomp":{
|
| 717 |
-
"p":0.
|
| 718 |
-
"r":0.
|
| 719 |
-
"f":0.
|
| 720 |
},
|
| 721 |
"advmod":{
|
| 722 |
-
"p":0.
|
| 723 |
-
"r":0.
|
| 724 |
-
"f":0.
|
| 725 |
},
|
| 726 |
"compound":{
|
| 727 |
-
"p":0.
|
| 728 |
-
"r":0.
|
| 729 |
-
"f":0.
|
| 730 |
},
|
| 731 |
"expl:pv":{
|
| 732 |
-
"p":0.
|
| 733 |
-
"r":0.
|
| 734 |
-
"f":0.
|
| 735 |
},
|
| 736 |
"cop":{
|
| 737 |
-
"p":0.
|
| 738 |
-
"r":0.
|
| 739 |
-
"f":0.
|
| 740 |
},
|
| 741 |
"ccomp":{
|
| 742 |
-
"p":0.
|
| 743 |
-
"r":0.
|
| 744 |
-
"f":0.
|
| 745 |
},
|
| 746 |
"iobj":{
|
| 747 |
-
"p":0.
|
| 748 |
-
"r":0.
|
| 749 |
-
"f":0.
|
| 750 |
},
|
| 751 |
"aux":{
|
| 752 |
-
"p":0.
|
| 753 |
-
"r":0.
|
| 754 |
-
"f":0.
|
| 755 |
},
|
| 756 |
"appos":{
|
| 757 |
-
"p":0.
|
| 758 |
-
"r":0.
|
| 759 |
-
"f":0.
|
| 760 |
},
|
| 761 |
"expl:pass":{
|
| 762 |
-
"p":0.
|
| 763 |
-
"r":0.
|
| 764 |
-
"f":0.
|
| 765 |
},
|
| 766 |
"csubj":{
|
| 767 |
-
"p":0.
|
| 768 |
-
"r":0.
|
| 769 |
-
"f":0.
|
| 770 |
},
|
| 771 |
"parataxis":{
|
| 772 |
-
"p":0.
|
| 773 |
-
"r":0.
|
| 774 |
-
"f":0.
|
| 775 |
},
|
| 776 |
"expl:impers":{
|
| 777 |
-
"p":0.
|
| 778 |
-
"r":0.
|
| 779 |
-
"f":0.
|
| 780 |
},
|
| 781 |
"orphan":{
|
| 782 |
"p":0.0,
|
|
@@ -784,9 +784,9 @@
|
|
| 784 |
"f":0.0
|
| 785 |
},
|
| 786 |
"dep":{
|
| 787 |
-
"p":0.
|
| 788 |
-
"r":0.
|
| 789 |
-
"f":0.
|
| 790 |
},
|
| 791 |
"nsubj:pass":{
|
| 792 |
"p":0.0,
|
|
@@ -804,9 +804,9 @@
|
|
| 804 |
"f":0.0
|
| 805 |
}
|
| 806 |
},
|
| 807 |
-
"tag_acc":0.
|
| 808 |
-
"lemma_acc":0.
|
| 809 |
-
"speed":
|
| 810 |
},
|
| 811 |
"sources":[
|
| 812 |
{
|
|
@@ -829,6 +829,6 @@
|
|
| 829 |
}
|
| 830 |
],
|
| 831 |
"requirements":[
|
| 832 |
-
"spacy-transformers>=
|
| 833 |
]
|
| 834 |
}
|
|
|
|
| 1 |
{
|
| 2 |
"lang":"es",
|
| 3 |
"name":"dep_news_trf",
|
| 4 |
+
"version":"3.7.2",
|
| 5 |
+
"description":"Spanish transformer pipeline (Transformer(name='dccuchile/bert-base-spanish-wwm-cased', piece_encoder='bert-wordpiece', stride=112, type='bert', width=768, window=158, vocab_size=31002)). Components: transformer, morphologizer, parser, attribute_ruler, lemmatizer.",
|
| 6 |
"author":"Explosion",
|
| 7 |
"email":"[email protected]",
|
| 8 |
"url":"https://explosion.ai",
|
| 9 |
"license":"GNU GPL 3.0",
|
| 10 |
+
"spacy_version":">=3.7.0,<3.8.0",
|
| 11 |
+
"spacy_git_version":"6b4f77441",
|
| 12 |
"vectors":{
|
| 13 |
"width":0,
|
| 14 |
"vectors":0,
|
|
|
|
| 515 |
"token_p":0.9989078786,
|
| 516 |
"token_r":0.9995398685,
|
| 517 |
"token_f":0.9992237736,
|
| 518 |
+
"pos_acc":0.9913065148,
|
| 519 |
+
"morph_acc":0.9877497028,
|
| 520 |
+
"morph_micro_p":0.9966031189,
|
| 521 |
+
"morph_micro_r":0.9936743158,
|
| 522 |
+
"morph_micro_f":0.9951365624,
|
| 523 |
"morph_per_feat":{
|
| 524 |
"Definite":{
|
| 525 |
+
"p":0.998716303,
|
| 526 |
+
"r":0.9988587732,
|
| 527 |
+
"f":0.998787533
|
| 528 |
},
|
| 529 |
"Gender":{
|
| 530 |
+
"p":0.9968154529,
|
| 531 |
+
"r":0.9920507092,
|
| 532 |
+
"f":0.9944273736
|
| 533 |
},
|
| 534 |
"Number":{
|
| 535 |
"p":0.998570932,
|
|
|
|
| 537 |
"f":0.9966270262
|
| 538 |
},
|
| 539 |
"PronType":{
|
| 540 |
+
"p":0.998181122,
|
| 541 |
+
"r":0.9958930277,
|
| 542 |
+
"f":0.9970357621
|
| 543 |
},
|
| 544 |
"PunctType":{
|
| 545 |
+
"p":0.9998403576,
|
| 546 |
+
"r":0.9984058664,
|
| 547 |
+
"f":0.9991225971
|
| 548 |
},
|
| 549 |
"VerbForm":{
|
| 550 |
+
"p":0.9953110347,
|
| 551 |
+
"r":0.995,
|
| 552 |
+
"f":0.995155493
|
| 553 |
},
|
| 554 |
"Mood":{
|
| 555 |
+
"p":0.9925280199,
|
| 556 |
+
"r":0.9905543127,
|
| 557 |
+
"f":0.9915401841
|
| 558 |
},
|
| 559 |
"Person":{
|
| 560 |
+
"p":0.9959888385,
|
| 561 |
+
"r":0.9940818103,
|
| 562 |
+
"f":0.9950344107
|
| 563 |
},
|
| 564 |
"Tense":{
|
| 565 |
+
"p":0.9931693989,
|
| 566 |
+
"r":0.9940747493,
|
| 567 |
+
"f":0.9936218679
|
| 568 |
},
|
| 569 |
"NumForm":{
|
| 570 |
+
"p":0.9900826446,
|
| 571 |
"r":0.9708265802,
|
| 572 |
+
"f":0.9803600655
|
| 573 |
},
|
| 574 |
"NumType":{
|
| 575 |
+
"p":0.9811965812,
|
| 576 |
+
"r":0.9655172414,
|
| 577 |
+
"f":0.9732937685
|
| 578 |
},
|
| 579 |
"Poss":{
|
| 580 |
"p":1.0,
|
|
|
|
| 587 |
"f":0.998998999
|
| 588 |
},
|
| 589 |
"Case":{
|
| 590 |
+
"p":0.9713043478,
|
| 591 |
+
"r":0.9662629758,
|
| 592 |
+
"f":0.9687771032
|
| 593 |
},
|
| 594 |
"PrepCase":{
|
| 595 |
+
"p":0.998960499,
|
| 596 |
+
"r":0.9948240166,
|
| 597 |
+
"f":0.9968879668
|
| 598 |
},
|
| 599 |
"Reflex":{
|
| 600 |
+
"p":0.9778830964,
|
| 601 |
+
"r":0.9951768489,
|
| 602 |
+
"f":0.9864541833
|
| 603 |
},
|
| 604 |
"Degree":{
|
| 605 |
+
"p":0.9928571429,
|
| 606 |
+
"r":0.9893238434,
|
| 607 |
+
"f":0.991087344
|
| 608 |
},
|
| 609 |
"Polarity":{
|
| 610 |
"p":1.0,
|
| 611 |
+
"r":0.9902597403,
|
| 612 |
+
"f":0.9951060359
|
| 613 |
},
|
| 614 |
"AdvType":{
|
| 615 |
+
"p":0.9619565217,
|
| 616 |
"r":0.9414893617,
|
| 617 |
+
"f":0.9516129032
|
| 618 |
},
|
| 619 |
"Number[psor]":{
|
| 620 |
"p":1.0,
|
|
|
|
| 627 |
"f":1.0
|
| 628 |
}
|
| 629 |
},
|
| 630 |
+
"sents_p":0.9636904762,
|
| 631 |
+
"sents_r":0.9788391778,
|
| 632 |
+
"sents_f":0.9712057588,
|
| 633 |
+
"dep_uas":0.9484729289,
|
| 634 |
+
"dep_las":0.9310393672,
|
| 635 |
"dep_las_per_type":{
|
| 636 |
"det":{
|
| 637 |
+
"p":0.984183025,
|
| 638 |
+
"r":0.9859932088,
|
| 639 |
+
"f":0.9850872853
|
| 640 |
},
|
| 641 |
"nsubj":{
|
| 642 |
+
"p":0.9609203798,
|
| 643 |
+
"r":0.9623262619,
|
| 644 |
+
"f":0.961622807
|
| 645 |
},
|
| 646 |
"case":{
|
| 647 |
+
"p":0.9732649203,
|
| 648 |
+
"r":0.9716904826,
|
| 649 |
+
"f":0.9724770642
|
| 650 |
},
|
| 651 |
"amod":{
|
| 652 |
+
"p":0.9577218728,
|
| 653 |
+
"r":0.9540549948,
|
| 654 |
+
"f":0.9558849172
|
| 655 |
},
|
| 656 |
"nmod":{
|
| 657 |
+
"p":0.9085300429,
|
| 658 |
+
"r":0.8967434472,
|
| 659 |
+
"f":0.9025982678
|
| 660 |
},
|
| 661 |
"mark":{
|
| 662 |
+
"p":0.9381838074,
|
| 663 |
+
"r":0.9548997773,
|
| 664 |
+
"f":0.9464679912
|
| 665 |
},
|
| 666 |
"acl":{
|
| 667 |
+
"p":0.8763285024,
|
| 668 |
+
"r":0.8638095238,
|
| 669 |
+
"f":0.8700239808
|
| 670 |
},
|
| 671 |
"advcl":{
|
| 672 |
+
"p":0.7511961722,
|
| 673 |
+
"r":0.774352651,
|
| 674 |
+
"f":0.7625986642
|
| 675 |
},
|
| 676 |
"nummod":{
|
| 677 |
+
"p":0.9267857143,
|
| 678 |
+
"r":0.9153439153,
|
| 679 |
+
"f":0.9210292813
|
| 680 |
},
|
| 681 |
"obj":{
|
| 682 |
+
"p":0.925545996,
|
| 683 |
+
"r":0.9310918775,
|
| 684 |
+
"f":0.9283106538
|
| 685 |
},
|
| 686 |
"obl":{
|
| 687 |
+
"p":0.8356282272,
|
| 688 |
+
"r":0.8381527838,
|
| 689 |
+
"f":0.8368886016
|
| 690 |
},
|
| 691 |
"fixed":{
|
| 692 |
+
"p":0.875502008,
|
| 693 |
+
"r":0.8802153432,
|
| 694 |
+
"f":0.877852349
|
| 695 |
},
|
| 696 |
"cc":{
|
| 697 |
+
"p":0.9649965683,
|
| 698 |
+
"r":0.9663230241,
|
| 699 |
+
"f":0.9656593407
|
| 700 |
},
|
| 701 |
"conj":{
|
| 702 |
+
"p":0.8464516129,
|
| 703 |
+
"r":0.8372686662,
|
| 704 |
+
"f":0.8418350979
|
| 705 |
},
|
| 706 |
"root":{
|
| 707 |
+
"p":0.9505952381,
|
| 708 |
+
"r":0.9655380895,
|
| 709 |
+
"f":0.9580083983
|
| 710 |
},
|
| 711 |
"flat":{
|
| 712 |
+
"p":0.9494047619,
|
| 713 |
+
"r":0.958677686,
|
| 714 |
+
"f":0.9540186916
|
| 715 |
},
|
| 716 |
"xcomp":{
|
| 717 |
+
"p":0.8974358974,
|
| 718 |
+
"r":0.85995086,
|
| 719 |
+
"f":0.878293601
|
| 720 |
},
|
| 721 |
"advmod":{
|
| 722 |
+
"p":0.8801120448,
|
| 723 |
+
"r":0.8855693348,
|
| 724 |
+
"f":0.8828322563
|
| 725 |
},
|
| 726 |
"compound":{
|
| 727 |
+
"p":0.8986784141,
|
| 728 |
+
"r":0.8192771084,
|
| 729 |
+
"f":0.8571428571
|
| 730 |
},
|
| 731 |
"expl:pv":{
|
| 732 |
+
"p":0.8943396226,
|
| 733 |
+
"r":0.908045977,
|
| 734 |
+
"f":0.9011406844
|
| 735 |
},
|
| 736 |
"cop":{
|
| 737 |
+
"p":0.9191489362,
|
| 738 |
+
"r":0.9270386266,
|
| 739 |
+
"f":0.9230769231
|
| 740 |
},
|
| 741 |
"ccomp":{
|
| 742 |
+
"p":0.8882882883,
|
| 743 |
+
"r":0.9249530957,
|
| 744 |
+
"f":0.90625
|
| 745 |
},
|
| 746 |
"iobj":{
|
| 747 |
+
"p":0.8020833333,
|
| 748 |
+
"r":0.7661691542,
|
| 749 |
+
"f":0.7837150127
|
| 750 |
},
|
| 751 |
"aux":{
|
| 752 |
+
"p":0.9671428571,
|
| 753 |
+
"r":0.9630156472,
|
| 754 |
+
"f":0.9650748396
|
| 755 |
},
|
| 756 |
"appos":{
|
| 757 |
+
"p":0.8389715832,
|
| 758 |
+
"r":0.8647140865,
|
| 759 |
+
"f":0.8516483516
|
| 760 |
},
|
| 761 |
"expl:pass":{
|
| 762 |
+
"p":0.9401197605,
|
| 763 |
+
"r":0.8486486486,
|
| 764 |
+
"f":0.8920454545
|
| 765 |
},
|
| 766 |
"csubj":{
|
| 767 |
+
"p":0.902173913,
|
| 768 |
+
"r":0.8736842105,
|
| 769 |
+
"f":0.8877005348
|
| 770 |
},
|
| 771 |
"parataxis":{
|
| 772 |
+
"p":0.7,
|
| 773 |
+
"r":0.5,
|
| 774 |
+
"f":0.5833333333
|
| 775 |
},
|
| 776 |
"expl:impers":{
|
| 777 |
+
"p":0.6086956522,
|
| 778 |
+
"r":0.875,
|
| 779 |
+
"f":0.7179487179
|
| 780 |
},
|
| 781 |
"orphan":{
|
| 782 |
"p":0.0,
|
|
|
|
| 784 |
"f":0.0
|
| 785 |
},
|
| 786 |
"dep":{
|
| 787 |
+
"p":0.0322580645,
|
| 788 |
+
"r":0.1111111111,
|
| 789 |
+
"f":0.05
|
| 790 |
},
|
| 791 |
"nsubj:pass":{
|
| 792 |
"p":0.0,
|
|
|
|
| 804 |
"f":0.0
|
| 805 |
}
|
| 806 |
},
|
| 807 |
+
"tag_acc":0.9674401664,
|
| 808 |
+
"lemma_acc":0.9685370645,
|
| 809 |
+
"speed":2047.9632793631
|
| 810 |
},
|
| 811 |
"sources":[
|
| 812 |
{
|
|
|
|
| 829 |
}
|
| 830 |
],
|
| 831 |
"requirements":[
|
| 832 |
+
"spacy-curated-transformers>=0.2.0,<0.3.0"
|
| 833 |
]
|
| 834 |
}
|
morphologizer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ef01402807b06a2f5ae708c2a377e7130393032599f0c93cf7b1175126bca4d6
|
| 3 |
+
size 1329569
|
parser/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8cadd705d14793e0a1f9b6a7dab9a78785c4b42ac4a6cdcaeb7737f68ebfffb
|
| 3 |
+
size 464577
|
transformer/cfg
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
{
|
| 2 |
-
|
| 3 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
|
| 3 |
}
|
transformer/model
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2333301bf914bbeeeac13a27a6df66038ece5b01e411290c400866058d852ab6
|
| 3 |
+
size 437341445
|
vocab/strings.json
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0fa8314114de40d04550419b5adec7bf2fb0e50c090a1ef19c440ace7948a8ea
|
| 3 |
+
size 892571
|