Update spaCy pipeline

Files changed (11) hide show

README.md +45 -30
accuracy.json +147 -147
attribute_ruler/patterns +0 -0
config.cfg +2 -1
es_dep_news_trf-any-py3-none-any.whl +2 -2
meta.json +150 -150
morphologizer/model +2 -2
parser/model +1 -1
parser/moves +1 -1
tokenizer +2 -2
transformer/model +2 -2

README.md CHANGED Viewed

@@ -8,40 +8,55 @@ license: gpl-3.0
 model-index:
 - name: es_dep_news_trf
   results:
   - task:
       name: POS
       type: token-classification
     metrics:
-    - name: POS Accuracy
       type: accuracy
-      value: 0.9668267341
   - task:
-      name: SENTER
       type: token-classification
     metrics:
-    - name: SENTER Precision
-      type: precision
-      value: 0.9624105012
-    - name: SENTER Recall
-      type: recall
-      value: 0.9752116082
-    - name: SENTER F Score
-      type: f_score
-      value: 0.9687687688
   - task:
-      name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Unlabeled Dependencies Accuracy
       type: accuracy
-      value: 0.9461435373
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
-    - name: Labeled Dependencies Accuracy
-      type: accuracy
-      value: 0.9461435373
 ---
 ### Details: https://spacy.io/models/es#es_dep_news_trf
@@ -50,8 +65,8 @@ Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_dep_news_trf` |
-| **Version** | `3.2.0` |
-| **spaCy** | `>=3.2.0,<3.3.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -80,15 +95,15 @@ Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components
 | `TOKEN_P` | 99.89 |
 | `TOKEN_R` | 99.95 |
 | `TOKEN_F` | 99.92 |
-| `POS_ACC` | 99.07 |
-| `MORPH_ACC` | 98.77 |
 | `MORPH_MICRO_P` | 99.67 |
-| `MORPH_MICRO_R` | 99.32 |
-| `MORPH_MICRO_F` | 99.49 |
-| `SENTS_P` | 96.24 |
-| `SENTS_R` | 97.52 |
 | `SENTS_F` | 96.88 |
-| `DEP_UAS` | 94.61 |
-| `DEP_LAS` | 92.73 |
-| `TAG_ACC` | 96.68 |
-| `LEMMA_ACC` | 96.78 |

 model-index:
 - name: es_dep_news_trf
   results:
+  - task:
+      name: TAG
+      type: token-classification
+    metrics:
+    - name: TAG (XPOS) Accuracy
+      type: accuracy
+      value: 0.9672676386
   - task:
       name: POS
       type: token-classification
     metrics:
+    - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.991133987
   - task:
+      name: MORPH
       type: token-classification
     metrics:
+    - name: Morph (UFeats) Accuracy
+      type: accuracy
+      value: 0.9882476994
   - task:
+      name: LEMMA
       type: token-classification
     metrics:
+    - name: Lemma Accuracy
       type: accuracy
+      value: 0.9678853802
+  - task:
+      name: UNLABELED_DEPENDENCIES
+      type: token-classification
+    metrics:
+    - name: Unlabeled Attachment Score (UAS)
+      type: f_score
+      value: 0.9473191035
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
+    - name: Labeled Attachment Score (LAS)
+      type: f_score
+      value: 0.9285130585
+  - task:
+      name: SENTS
+      type: token-classification
+    metrics:
+    - name: Sentences F-Score
+      type: f_score
+      value: 0.9688436189
 ---
 ### Details: https://spacy.io/models/es#es_dep_news_trf
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_dep_news_trf` |
+| **Version** | `3.3.0` |
+| **spaCy** | `>=3.3.0.dev0,<3.4.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | `TOKEN_P` | 99.89 |
 | `TOKEN_R` | 99.95 |
 | `TOKEN_F` | 99.92 |
+| `POS_ACC` | 99.11 |
+| `MORPH_ACC` | 98.82 |
 | `MORPH_MICRO_P` | 99.67 |
+| `MORPH_MICRO_R` | 99.37 |
+| `MORPH_MICRO_F` | 99.52 |
+| `SENTS_P` | 96.02 |
+| `SENTS_R` | 97.76 |
 | `SENTS_F` | 96.88 |
+| `DEP_UAS` | 94.73 |
+| `DEP_LAS` | 92.85 |
+| `TAG_ACC` | 96.73 |
+| `LEMMA_ACC` | 96.79 |

accuracy.json CHANGED Viewed

@@ -3,66 +3,66 @@
   "token_p": 0.9989078786,
   "token_r": 0.9995398685,
   "token_f": 0.9992237736,
-  "pos_acc": 0.9907314221,
-  "morph_acc": 0.9877302966,
-  "morph_micro_p": 0.996684898,
-  "morph_micro_r": 0.9932053607,
-  "morph_micro_f": 0.9949420872,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.9984321551,
-      "r": 0.9992867332,
-      "f": 0.9988592614
     },
     "Gender": {
-      "p": 0.9975967818,
-      "r": 0.9921026654,
-      "f": 0.9948421382
     },
     "Number": {
-      "p": 0.9986477611,
-      "r": 0.9944598338,
-      "f": 0.9965493976
     },
     "PronType": {
-      "p": 0.9978937291,
-      "r": 0.9955109838,
-      "f": 0.9967009323
     },
     "PunctType": {
-      "p": 0.9998402811,
-      "r": 0.9979276263,
-      "f": 0.9988830381
     },
     "VerbForm": {
-      "p": 0.9960845732,
-      "r": 0.99375,
-      "f": 0.9949159171
     },
     "Mood": {
-      "p": 0.9935194417,
-      "r": 0.9908028834,
-      "f": 0.992159303
     },
     "Person": {
-      "p": 0.9961578764,
-      "r": 0.9928633594,
-      "f": 0.9945078895
     },
     "Tense": {
-      "p": 0.9929401048,
-      "r": 0.9936189608,
-      "f": 0.9932794168
     },
     "NumForm": {
-      "p": 0.9834437086,
-      "r": 0.9627228525,
-      "f": 0.972972973
     },
     "NumType": {
-      "p": 0.9803586678,
-      "r": 0.9655172414,
-      "f": 0.9728813559
     },
     "Poss": {
       "p": 1.0,
@@ -75,24 +75,24 @@
       "f": 0.994994995
     },
     "Case": {
-      "p": 0.9720034996,
-      "r": 0.9610726644,
-      "f": 0.966507177
     },
     "PrepCase": {
       "p": 1.0,
-      "r": 0.9927536232,
-      "f": 0.9963636364
     },
     "Reflex": {
-      "p": 0.9778481013,
-      "r": 0.9935691318,
-      "f": 0.985645933
     },
     "Degree": {
-      "p": 0.9964157706,
-      "r": 0.9893238434,
-      "f": 0.9928571429
     },
     "Polarity": {
       "p": 1.0,
@@ -100,9 +100,9 @@
       "f": 0.9934640523
     },
     "AdvType": {
-      "p": 0.9157894737,
-      "r": 0.9255319149,
-      "f": 0.9206349206
     },
     "Number[psor]": {
       "p": 1.0,
@@ -115,156 +115,156 @@
       "f": 1.0
     }
   },
-  "sents_p": 0.9624105012,
-  "sents_r": 0.9752116082,
-  "sents_f": 0.9687687688,
-  "dep_uas": 0.9461435373,
-  "dep_las": 0.9272507382,
   "dep_las_per_type": {
     "det": {
-      "p": 0.9837409869,
-      "r": 0.9844368987,
-      "f": 0.9840888197
     },
     "nsubj": {
-      "p": 0.9533527697,
-      "r": 0.9568397952,
-      "f": 0.9550930997
     },
     "case": {
-      "p": 0.973481261,
-      "r": 0.9699379887,
-      "f": 0.9717063948
     },
     "amod": {
-      "p": 0.9490114464,
-      "r": 0.9523146537,
-      "f": 0.9506601807
     },
     "nmod": {
-      "p": 0.8986468559,
-      "r": 0.8967434472,
-      "f": 0.8976941426
     },
     "mark": {
-      "p": 0.9415656009,
-      "r": 0.9510022272,
-      "f": 0.9462603878
     },
     "acl": {
-      "p": 0.8601332065,
-      "r": 0.860952381,
-      "f": 0.8605425988
     },
     "advcl": {
-      "p": 0.7434620174,
-      "r": 0.7361282367,
-      "f": 0.7397769517
     },
     "nummod": {
-      "p": 0.9244604317,
       "r": 0.9065255732,
-      "f": 0.9154051647
     },
     "obj": {
-      "p": 0.9240422721,
-      "r": 0.931424767,
-      "f": 0.9277188329
     },
     "obl": {
-      "p": 0.8323801144,
-      "r": 0.8165731549,
-      "f": 0.8244008715
     },
     "fixed": {
-      "p": 0.8576874206,
-      "r": 0.9084791386,
-      "f": 0.8823529412
     },
     "cc": {
-      "p": 0.9588759424,
-      "r": 0.9615120275,
-      "f": 0.9601921757
     },
     "conj": {
-      "p": 0.8465945258,
-      "r": 0.8487555839,
-      "f": 0.8476736775
     },
     "root": {
-      "p": 0.9468973747,
-      "r": 0.9594921403,
-      "f": 0.9531531532
     },
     "flat": {
-      "p": 0.9455223881,
-      "r": 0.9519158527,
-      "f": 0.9487083489
     },
     "xcomp": {
-      "p": 0.8731343284,
-      "r": 0.8624078624,
-      "f": 0.8677379481
     },
     "advmod": {
-      "p": 0.8759820426,
-      "r": 0.8799323563,
-      "f": 0.8779527559
     },
     "compound": {
-      "p": 0.8923766816,
-      "r": 0.7991967871,
-      "f": 0.843220339
     },
     "expl:pv": {
-      "p": 0.9208333333,
-      "r": 0.846743295,
-      "f": 0.8822355289
     },
     "cop": {
-      "p": 0.9230769231,
-      "r": 0.9270386266,
-      "f": 0.9250535332
     },
     "ccomp": {
-      "p": 0.8826714801,
-      "r": 0.9174484053,
-      "f": 0.899724011
     },
     "iobj": {
-      "p": 0.8306010929,
-      "r": 0.7562189055,
-      "f": 0.7916666667
     },
     "aux": {
-      "p": 0.9644886364,
-      "r": 0.9658605974,
-      "f": 0.9651741294
     },
     "appos": {
-      "p": 0.8260869565,
-      "r": 0.8479776848,
-      "f": 0.8368891948
     },
     "expl:pass": {
-      "p": 0.8695652174,
-      "r": 0.8648648649,
-      "f": 0.8672086721
     },
     "csubj": {
-      "p": 0.8817204301,
-      "r": 0.8631578947,
-      "f": 0.8723404255
     },
     "parataxis": {
-      "p": 0.7169811321,
-      "r": 0.4523809524,
-      "f": 0.5547445255
     },
     "expl:impers": {
-      "p": 0.625,
       "r": 0.9375,
-      "f": 0.75
     },
     "orphan": {
       "p": 0.0,
@@ -272,9 +272,9 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0588235294,
       "r": 0.2222222222,
-      "f": 0.0930232558
     },
     "nsubj:pass": {
       "p": 0.0,
@@ -292,7 +292,7 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9668267341,
-  "lemma_acc": 0.9678470459,
-  "speed": 4830.9631458501
 }

   "token_p": 0.9989078786,
   "token_r": 0.9995398685,
   "token_f": 0.9992237736,
+  "pos_acc": 0.991133987,
+  "morph_acc": 0.9882476994,
+  "morph_micro_p": 0.9966864573,
+  "morph_micro_r": 0.9936743158,
+  "morph_micro_f": 0.9951781074,
   "morph_per_feat": {
     "Definite": {
+      "p": 0.9984319316,
+      "r": 0.9991440799,
+      "f": 0.9987878788
     },
     "Gender": {
+      "p": 0.9973372318,
+      "r": 0.9924663584,
+      "f": 0.9948958333
     },
     "Number": {
+      "p": 0.998802025,
+      "r": 0.994382887,
+      "f": 0.9965875571
     },
     "PronType": {
+      "p": 0.9978945354,
+      "r": 0.9958930277,
+      "f": 0.9968927769
     },
     "PunctType": {
+      "p": 0.9998403831,
+      "r": 0.9985652798,
+      "f": 0.9992024246
     },
     "VerbForm": {
+      "p": 0.9953103017,
+      "r": 0.99484375,
+      "f": 0.9950769712
     },
     "Mood": {
+      "p": 0.9932735426,
+      "r": 0.9910514541,
+      "f": 0.9921612542
     },
     "Person": {
+      "p": 0.9961598883,
+      "r": 0.9933855527,
+      "f": 0.9947707861
     },
     "Tense": {
+      "p": 0.9924914676,
+      "r": 0.9940747493,
+      "f": 0.9932824775
     },
     "NumForm": {
+      "p": 0.9836065574,
+      "r": 0.9724473258,
+      "f": 0.97799511
     },
     "NumType": {
+      "p": 0.9820666097,
+      "r": 0.9671993272,
+      "f": 0.9745762712
     },
     "Poss": {
       "p": 1.0,
       "f": 0.994994995
     },
     "Case": {
+      "p": 0.9713292789,
+      "r": 0.9671280277,
+      "f": 0.9692241006
     },
     "PrepCase": {
       "p": 1.0,
+      "r": 0.9937888199,
+      "f": 0.9968847352
     },
     "Reflex": {
+      "p": 0.9794628752,
+      "r": 0.9967845659,
+      "f": 0.9880478088
     },
     "Degree": {
+      "p": 0.9964028777,
+      "r": 0.9857651246,
+      "f": 0.9910554562
     },
     "Polarity": {
       "p": 1.0,
       "f": 0.9934640523
     },
     "AdvType": {
+      "p": 0.9516129032,
+      "r": 0.9414893617,
+      "f": 0.9465240642
     },
     "Number[psor]": {
       "p": 1.0,
       "f": 1.0
     }
   },
+  "sents_p": 0.9602137767,
+  "sents_r": 0.9776299879,
+  "sents_f": 0.9688436189,
+  "dep_uas": 0.9473191035,
+  "dep_las": 0.9285130585,
   "dep_las_per_type": {
     "det": {
+      "p": 0.9826589595,
+      "r": 0.9861346916,
+      "f": 0.9843937575
     },
     "nsubj": {
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+      "r": 0.9612289685,
+      "f": 0.9577259475
     },
     "case": {
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+      "r": 0.9711512537,
+      "f": 0.9725278434
     },
     "amod": {
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+      "r": 0.9519665855,
+      "f": 0.9527956802
     },
     "nmod": {
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+      "r": 0.8940958433,
+      "f": 0.898257747
     },
     "mark": {
+      "p": 0.9307146754,
+      "r": 0.9498886414,
+      "f": 0.9402039129
     },
     "acl": {
+      "p": 0.8680154143,
+      "r": 0.8580952381,
+      "f": 0.8630268199
     },
     "advcl": {
+      "p": 0.7261761158,
+      "r": 0.7422934649,
+      "f": 0.7341463415
     },
     "nummod": {
+      "p": 0.9228007181,
       "r": 0.9065255732,
+      "f": 0.9145907473
     },
     "obj": {
+      "p": 0.9247276329,
+      "r": 0.9324234354,
+      "f": 0.9285595889
     },
     "obl": {
+      "p": 0.8417360807,
+      "r": 0.8286577471,
+      "f": 0.8351457155
     },
     "fixed": {
+      "p": 0.8904109589,
+      "r": 0.8748317631,
+      "f": 0.8825526137
     },
     "cc": {
+      "p": 0.963523744,
+      "r": 0.9621993127,
+      "f": 0.9628610729
     },
     "conj": {
+      "p": 0.8477419355,
+      "r": 0.8385449904,
+      "f": 0.8431183831
     },
     "root": {
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+      "r": 0.9637243047,
+      "f": 0.9550629119
     },
     "flat": {
+      "p": 0.9351510685,
+      "r": 0.9534184823,
+      "f": 0.9441964286
     },
     "xcomp": {
+      "p": 0.8925831202,
+      "r": 0.8574938575,
+      "f": 0.8746867168
     },
     "advmod": {
+      "p": 0.8788558609,
+      "r": 0.8833145434,
+      "f": 0.8810795614
     },
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+      "r": 0.8112449799,
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     },
     "expl:pv": {
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+      "r": 0.8965517241,
+      "f": 0.9034749035
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     "cop": {
+      "p": 0.9212765957,
+      "r": 0.9291845494,
+      "f": 0.9252136752
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     "ccomp": {
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+      "r": 0.91369606,
+      "f": 0.8952205882
     },
     "iobj": {
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+      "r": 0.7313432836,
+      "f": 0.7777777778
     },
     "aux": {
+      "p": 0.9617021277,
+      "r": 0.9644381223,
+      "f": 0.9630681818
     },
     "appos": {
+      "p": 0.8342391304,
+      "r": 0.8563458856,
+      "f": 0.8451479697
     },
     "expl:pass": {
+      "p": 0.9027027027,
+      "r": 0.9027027027,
+      "f": 0.9027027027
     },
     "csubj": {
+      "p": 0.8842105263,
+      "r": 0.8842105263,
+      "f": 0.8842105263
     },
     "parataxis": {
+      "p": 0.737704918,
+      "r": 0.5357142857,
+      "f": 0.6206896552
     },
     "expl:impers": {
+      "p": 0.7894736842,
       "r": 0.9375,
+      "f": 0.8571428571
     },
     "orphan": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0526315789,
       "r": 0.2222222222,
+      "f": 0.085106383
     },
     "nsubj:pass": {
       "p": 0.0,
       "f": 0.0
     }
   },
+  "tag_acc": 0.9672676386,
+  "lemma_acc": 0.9678853802,
+  "speed": 1928.4288540909
 }

attribute_ruler/patterns CHANGED Viewed

Binary files a/attribute_ruler/patterns and b/attribute_ruler/patterns differ

config.cfg CHANGED Viewed

@@ -39,8 +39,9 @@ overwrite = true
 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
-@architectures = "spacy.Tagger.v1"
 nO = null
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy-transformers.TransformerListener.v1"

 scorer = {"@scorers":"spacy.morphologizer_scorer.v1"}
 [components.morphologizer.model]
+@architectures = "spacy.Tagger.v2"
 nO = null
+normalize = false
 [components.morphologizer.model.tok2vec]
 @architectures = "spacy-transformers.TransformerListener.v1"

es_dep_news_trf-any-py3-none-any.whl CHANGED Viewed

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