Update spaCy pipeline

Browse files

Files changed (11) hide show

README.md +19 -19
accuracy.json +144 -144
attribute_ruler/patterns +0 -0
config.cfg +2 -1
es_dep_news_trf-any-py3-none-any.whl +2 -2
meta.json +148 -148
morphologizer/model +1 -1
parser/model +1 -1
tokenizer +1 -1
transformer/model +2 -2
vocab/strings.json +2 -2

README.md CHANGED Viewed

@@ -14,49 +14,49 @@ model-index:
     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
-      value: 0.9668829737
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
-      value: 0.9907118962
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
-      value: 0.9876533742
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
-      value: 0.9676745412
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
-      value: 0.9473948005
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
-      value: 0.9284912671
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
-      value: 0.9738817172
 ---
 ### Details: https://spacy.io/models/es#es_dep_news_trf
@@ -65,8 +65,8 @@ Spanish transformer pipeline (dccuchile/bert-base-spanish-wwm-cased). Components
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_dep_news_trf` |
-| **Version** | `3.4.0` |
-| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Components** | `transformer`, `morphologizer`, `parser`, `attribute_ruler`, `lemmatizer` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -95,15 +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` | 99.68 |
-| `MORPH_MICRO_R` | 99.34 |
-| `MORPH_MICRO_F` | 99.51 |
-| `SENTS_P` | 96.72 |
-| `SENTS_R` | 98.07 |
-| `SENTS_F` | 97.39 |
 | `DEP_UAS` | 94.74 |
-| `DEP_LAS` | 92.85 |
-| `TAG_ACC` | 96.69 |
-| `LEMMA_ACC` | 96.77 |

     metrics:
     - name: TAG (XPOS) Accuracy
       type: accuracy
+      value: 0.9676584487
   - task:
       name: POS
       type: token-classification
     metrics:
     - name: POS (UPOS) Accuracy
       type: accuracy
+      value: 0.9915647406
   - task:
       name: MORPH
       type: token-classification
     metrics:
     - name: Morph (UFeats) Accuracy
       type: accuracy
+      value: 0.9881421409
   - task:
       name: LEMMA
       type: token-classification
     metrics:
     - name: Lemma Accuracy
       type: accuracy
+      value: 0.968172888
   - task:
       name: UNLABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Unlabeled Attachment Score (UAS)
       type: f_score
+      value: 0.9474039771
   - task:
       name: LABELED_DEPENDENCIES
       type: token-classification
     metrics:
     - name: Labeled Attachment Score (LAS)
       type: f_score
+      value: 0.9298190178
   - task:
       name: SENTS
       type: token-classification
     metrics:
     - name: Sentences F-Score
       type: f_score
+      value: 0.96996997
 ---
 ### Details: https://spacy.io/models/es#es_dep_news_trf
 | Feature | Description |
 | --- | --- |
 | **Name** | `es_dep_news_trf` |
+| **Version** | `3.5.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
 | **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` | 99.16 |
+| `MORPH_ACC` | 98.81 |
 | `MORPH_MICRO_P` | 99.68 |
+| `MORPH_MICRO_R` | 99.36 |
+| `MORPH_MICRO_F` | 99.52 |
+| `SENTS_P` | 96.36 |
+| `SENTS_R` | 97.64 |
+| `SENTS_F` | 97.00 |
 | `DEP_UAS` | 94.74 |
+| `DEP_LAS` | 92.98 |
+| `TAG_ACC` | 96.77 |
+| `LEMMA_ACC` | 96.82 |

accuracy.json CHANGED Viewed

@@ -1,33 +1,33 @@
 {
-  "token_acc": 0.9999808396,
   "token_p": 0.9989078786,
   "token_r": 0.9995398685,
   "token_f": 0.9992237736,
-  "pos_acc": 0.9907118962,
-  "morph_acc": 0.9876533742,
-  "morph_micro_p": 0.9967793881,
-  "morph_micro_r": 0.9934137852,
-  "morph_micro_f": 0.9950937409,
   "morph_per_feat": {
     "Definite": {
-      "p": 0.998716669,
       "r": 0.9991440799,
-      "f": 0.9989303287
     },
     "Gender": {
-      "p": 0.997492032,
-      "r": 0.9918948408,
-      "f": 0.9946855624
     },
     "Number": {
-      "p": 0.9988017934,
-      "r": 0.9941905202,
-      "f": 0.9964908222
     },
     "PronType": {
-      "p": 0.9982765224,
-      "r": 0.9957975167,
-      "f": 0.9970354786
     },
     "PunctType": {
       "p": 1.0,
@@ -35,34 +35,34 @@
       "f": 0.9994417418
     },
     "VerbForm": {
-      "p": 0.9951501877,
-      "r": 0.99390625,
-      "f": 0.9945278299
     },
     "Mood": {
-      "p": 0.9927770859,
-      "r": 0.9908028834,
-      "f": 0.9917890022
     },
     "Person": {
-      "p": 0.996335718,
-      "r": 0.9939077459,
-      "f": 0.995120251
     },
     "Tense": {
-      "p": 0.9929481347,
-      "r": 0.9947584321,
-      "f": 0.993852459
     },
     "NumForm": {
-      "p": 0.9884678748,
-      "r": 0.9724473258,
-      "f": 0.9803921569
     },
     "NumType": {
-      "p": 0.9845227859,
-      "r": 0.9629941127,
-      "f": 0.9736394558
     },
     "Poss": {
       "p": 1.0,
@@ -75,24 +75,24 @@
       "f": 0.998998999
     },
     "Case": {
-      "p": 0.9653379549,
-      "r": 0.9636678201,
-      "f": 0.9645021645
     },
     "PrepCase": {
-      "p": 1.0,
       "r": 0.9937888199,
-      "f": 0.9968847352
     },
     "Reflex": {
-      "p": 0.9794303797,
-      "r": 0.9951768489,
-      "f": 0.9872408293
     },
     "Degree": {
-      "p": 0.9928571429,
       "r": 0.9893238434,
-      "f": 0.991087344
     },
     "Polarity": {
       "p": 1.0,
@@ -100,9 +100,9 @@
       "f": 0.9951060359
     },
     "AdvType": {
-      "p": 0.9456521739,
-      "r": 0.9255319149,
-      "f": 0.935483871
     },
     "Number[psor]": {
       "p": 1.0,
@@ -115,156 +115,156 @@
       "f": 1.0
     }
   },
-  "sents_p": 0.9672033393,
-  "sents_r": 0.9806529625,
-  "sents_f": 0.9738817172,
-  "dep_uas": 0.9473948005,
-  "dep_las": 0.9284912671,
   "dep_las_per_type": {
     "det": {
-      "p": 0.982230997,
-      "r": 0.9854272779,
-      "f": 0.9838265414
     },
     "nsubj": {
-      "p": 0.9598393574,
-      "r": 0.961594733,
-      "f": 0.9607162434
     },
     "case": {
-      "p": 0.9754286486,
-      "r": 0.9739822054,
-      "f": 0.9747048904
     },
     "amod": {
-      "p": 0.950488145,
-      "r": 0.9488339715,
-      "f": 0.9496603379
     },
     "nmod": {
-      "p": 0.9043781896,
-      "r": 0.8914482393,
-      "f": 0.8978666667
     },
     "mark": {
-      "p": 0.9378437844,
-      "r": 0.9493318486,
-      "f": 0.94355285
     },
     "acl": {
-      "p": 0.8650717703,
-      "r": 0.860952381,
-      "f": 0.8630071599
     },
     "advcl": {
-      "p": 0.7352587244,
-      "r": 0.7533908755,
-      "f": 0.7442143727
     },
     "nummod": {
-      "p": 0.9180035651,
       "r": 0.9082892416,
-      "f": 0.9131205674
     },
     "obj": {
-      "p": 0.926910299,
-      "r": 0.9287616511,
-      "f": 0.9278350515
     },
     "obl": {
-      "p": 0.8153000845,
-      "r": 0.8325420803,
-      "f": 0.8238308776
     },
     "fixed": {
-      "p": 0.8875338753,
       "r": 0.8815612382,
-      "f": 0.8845374747
     },
     "cc": {
-      "p": 0.9642611684,
-      "r": 0.9642611684,
-      "f": 0.9642611684
     },
     "conj": {
-      "p": 0.8541666667,
-      "r": 0.8372686662,
-      "f": 0.8456332581
     },
     "root": {
-      "p": 0.9511031604,
-      "r": 0.9643288996,
-      "f": 0.9576703693
     },
     "flat": {
-      "p": 0.9384272997,
-      "r": 0.9504132231,
-      "f": 0.9443822322
     },
     "xcomp": {
-      "p": 0.8959390863,
-      "r": 0.8673218673,
-      "f": 0.8813982522
     },
     "advmod": {
-      "p": 0.8876975169,
-      "r": 0.8866967306,
-      "f": 0.8871968415
     },
     "compound": {
-      "p": 0.8733624454,
-      "r": 0.8032128514,
-      "f": 0.8368200837
     },
     "expl:pv": {
-      "p": 0.8830188679,
-      "r": 0.8965517241,
-      "f": 0.8897338403
     },
     "cop": {
-      "p": 0.9058577406,
-      "r": 0.9291845494,
-      "f": 0.9173728814
     },
     "ccomp": {
-      "p": 0.8913443831,
-      "r": 0.9080675422,
-      "f": 0.8996282528
     },
     "iobj": {
-      "p": 0.8248587571,
-      "r": 0.7263681592,
-      "f": 0.7724867725
     },
     "aux": {
-      "p": 0.9657631954,
-      "r": 0.9630156472,
-      "f": 0.9643874644
     },
     "appos": {
-      "p": 0.8317631225,
-      "r": 0.8619246862,
-      "f": 0.8465753425
     },
     "expl:pass": {
-      "p": 0.9053254438,
-      "r": 0.827027027,
-      "f": 0.8644067797
     },
     "csubj": {
-      "p": 0.8723404255,
-      "r": 0.8631578947,
-      "f": 0.8677248677
     },
     "parataxis": {
-      "p": 0.7118644068,
-      "r": 0.5,
-      "f": 0.5874125874
     },
     "expl:impers": {
-      "p": 0.75,
-      "r": 0.9375,
-      "f": 0.8333333333
     },
     "orphan": {
       "p": 0.0,
@@ -272,9 +272,9 @@
       "f": 0.0
     },
     "dep": {
-      "p": 0.0512820513,
-      "r": 0.2222222222,
-      "f": 0.0833333333
     },
     "nsubj:pass": {
       "p": 0.0,
@@ -292,7 +292,7 @@
       "f": 0.0
     }
   },
-  "tag_acc": 0.9668829737,
-  "lemma_acc": 0.9676745412,
-  "speed": 6214.7114618767
 }

 {
+  "token_acc": 0.99996168,
   "token_p": 0.9989078786,
   "token_r": 0.9995398685,
   "token_f": 0.9992237736,
+  "pos_acc": 0.9915647406,
+  "morph_acc": 0.9881421409,
+  "morph_micro_p": 0.9967697084,
+  "morph_micro_r": 0.9936430522,
+  "morph_micro_f": 0.9952039245,
   "morph_per_feat": {
     "Definite": {
+      "p": 0.999001569,
       "r": 0.9991440799,
+      "f": 0.9990728193
     },
     "Gender": {
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+      "f": 0.9947131286
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     "Number": {
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+      "r": 0.9944983072,
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+      "f": 0.9973223678
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     "PunctType": {
       "p": 1.0,
       "f": 0.9994417418
     },
     "VerbForm": {
+      "p": 0.9954652072,
+      "r": 0.9946875,
+      "f": 0.9950762016
     },
     "Mood": {
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+      "r": 0.9910514541,
+      "f": 0.9921612542
     },
     "Person": {
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+      "r": 0.9932114883,
+      "f": 0.9945098039
     },
     "Tense": {
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+      "r": 0.9945305378,
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     },
     "NumForm": {
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+      "r": 0.9708265802,
+      "f": 0.9787581699
     },
     "NumType": {
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+      "f": 0.9740976645
     },
     "Poss": {
       "p": 1.0,
       "f": 0.998998999
     },
     "Case": {
+      "p": 0.9712793734,
+      "r": 0.9653979239,
+      "f": 0.968329718
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     "PrepCase": {
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       "r": 0.9937888199,
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     "Reflex": {
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     "Degree": {
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       "r": 0.9893238434,
+      "f": 0.9928571429
     },
     "Polarity": {
       "p": 1.0,
       "f": 0.9951060359
     },
     "AdvType": {
+      "p": 0.9414893617,
+      "r": 0.9414893617,
+      "f": 0.9414893617
     },
     "Number[psor]": {
       "p": 1.0,
       "f": 1.0
     }
   },
+  "sents_p": 0.9636038186,
+  "sents_r": 0.9764207981,
+  "sents_f": 0.96996997,
+  "dep_uas": 0.9474039771,
+  "dep_las": 0.9298190178,
   "dep_las_per_type": {
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     "mark": {
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     },
     "acl": {
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     },
     "advcl": {
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     },
     "nummod": {
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       "r": 0.9082892416,
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     "obj": {
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+      "r": 0.9340878828,
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       "r": 0.8815612382,
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     "xcomp": {
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     "expl:pass": {
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+      "f": 0.875
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     "csubj": {
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+      "f": 0.8888888889
     },
     "parataxis": {
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+      "r": 0.5119047619,
+      "f": 0.618705036
     },
     "expl:impers": {
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+      "r": 1.0,
+      "f": 0.8421052632
     },
     "orphan": {
       "p": 0.0,
       "f": 0.0
     },
     "dep": {
+      "p": 0.0975609756,
+      "r": 0.4444444444,
+      "f": 0.16
     },
     "nsubj:pass": {
       "p": 0.0,
       "f": 0.0
     }
   },
+  "tag_acc": 0.9676584487,
+  "lemma_acc": 0.968172888,
+  "speed": 6244.6326917205
 }

attribute_ruler/patterns CHANGED Viewed

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

config.cfg CHANGED Viewed

@@ -121,11 +121,12 @@ dropout = 0.1
 accumulate_gradient = 3
 patience = 5000
 max_epochs = 0
-max_steps = 13000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
 annotating_components = []
 [training.batcher]
 @batchers = "spacy.batch_by_padded.v1"

 accumulate_gradient = 3
 patience = 5000
 max_epochs = 0
+max_steps = 20000
 eval_frequency = 1000
 frozen_components = []
 before_to_disk = null
 annotating_components = []
+before_update = null
 [training.batcher]
 @batchers = "spacy.batch_by_padded.v1"

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

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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