Update spaCy pipeline

Browse files

Files changed (14) hide show

README.md +27 -27
accuracy.json +151 -151
attribute_ruler/patterns +0 -0
config.cfg +5 -4
lemmatizer/model +1 -1
meta.json +154 -154
morphologizer/model +1 -1
ner/model +2 -2
parser/model +1 -1
pt_core_news_sm-any-py3-none-any.whl +2 -2
senter/model +1 -1
tok2vec/model +2 -2
tokenizer +2 -1
vocab/strings.json +2 -2

README.md CHANGED Viewed

@@ -14,62 +14,62 @@ model-index:
  metrics:
  - name: NER Precision
  type: precision
- value: 0.879568498
  - name: NER Recall
  type: recall
- value: 0.8809359809
  - name: NER F Score
  type: f_score
- value: 0.8802517084
  - task:
  name: TAG
  type: token-classification
  metrics:
  - name: TAG (XPOS) Accuracy
  type: accuracy
- value: 0.8860709332
  - task:
  name: POS
  type: token-classification
  metrics:
  - name: POS (UPOS) Accuracy
  type: accuracy
- value: 0.9598771547
  - task:
  name: MORPH
  type: token-classification
  metrics:
  - name: Morph (UFeats) Accuracy
  type: accuracy
- value: 0.944474714
  - task:
  name: LEMMA
  type: token-classification
  metrics:
  - name: Lemma Accuracy
  type: accuracy
- value: 0.9666683176
  - task:
  name: UNLABELED_DEPENDENCIES
  type: token-classification
  metrics:
  - name: Unlabeled Attachment Score (UAS)
  type: f_score
- value: 0.8870066263
  - task:
  name: LABELED_DEPENDENCIES
  type: token-classification
  metrics:
  - name: Labeled Attachment Score (LAS)
  type: f_score
- value: 0.8432332776
  - task:
  name: SENTS
  type: token-classification
  metrics:
  - name: Sentences F-Score
  type: f_score
- value: 0.9208352003
 ---
 ### Details: https://spacy.io/models/pt#pt_core_news_sm
@@ -78,8 +78,8 @@ Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | Feature | Description |
 | --- | --- |
 | **Name** | `pt_core_news_sm` |
-| **Version** | `3.4.0` |
-| **spaCy** | `>=3.4.0,<3.5.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -109,18 +109,18 @@ Portuguese pipeline optimized for CPU. Components: tok2vec, morphologizer, parse
 | `TOKEN_P` | 99.88 |
 | `TOKEN_R` | 99.95 |
 | `TOKEN_F` | 99.92 |
-| `POS_ACC` | 95.99 |
-| `MORPH_ACC` | 94.45 |
-| `MORPH_MICRO_P` | 97.30 |
-| `MORPH_MICRO_R` | 96.64 |
-| `MORPH_MICRO_F` | 96.97 |
-| `SENTS_P` | 92.04 |
-| `SENTS_R` | 94.39 |
-| `SENTS_F` | 92.08 |
-| `DEP_UAS` | 88.70 |
-| `DEP_LAS` | 84.32 |
-| `LEMMA_ACC` | 96.67 |
-| `TAG_ACC` | 88.61 |
-| `ENTS_P` | 87.96 |
-| `ENTS_R` | 88.09 |
-| `ENTS_F` | 88.03 |

  metrics:
  - name: NER Precision
  type: precision
+ value: 0.8794147723
  - name: NER Recall
  type: recall
+ value: 0.8800897408
  - name: NER F Score
  type: f_score
+ value: 0.8797521271
  - task:
  name: TAG
  type: token-classification
  metrics:
  - name: TAG (XPOS) Accuracy
  type: accuracy
+ value: 0.8880083214
  - task:
  name: POS
  type: token-classification
  metrics:
  - name: POS (UPOS) Accuracy
  type: accuracy
+ value: 0.9624052702
  - task:
  name: MORPH
  type: token-classification
  metrics:
  - name: Morph (UFeats) Accuracy
  type: accuracy
+ value: 0.947102526
  - task:
  name: LEMMA
  type: token-classification
  metrics:
  - name: Lemma Accuracy
  type: accuracy
+ value: 0.9675598039
  - task:
  name: UNLABELED_DEPENDENCIES
  type: token-classification
  metrics:
  - name: Unlabeled Attachment Score (UAS)
  type: f_score
+ value: 0.8891065154
  - task:
  name: LABELED_DEPENDENCIES
  type: token-classification
  metrics:
  - name: Labeled Attachment Score (LAS)
  type: f_score
+ value: 0.8444034795
  - task:
  name: SENTS
  type: token-classification
  metrics:
  - name: Sentences F-Score
  type: f_score
+ value: 0.9277043528
 ---
 ### Details: https://spacy.io/models/pt#pt_core_news_sm
 | Feature | Description |
 | --- | --- |
 | **Name** | `pt_core_news_sm` |
+| **Version** | `3.5.0` |
+| **spaCy** | `>=3.5.0,<3.6.0` |
 | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `attribute_ruler`, `ner` |
 | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `senter`, `attribute_ruler`, `ner` |
 | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 | `TOKEN_P` | 99.88 |
 | `TOKEN_R` | 99.95 |
 | `TOKEN_F` | 99.92 |
+| `POS_ACC` | 96.24 |
+| `MORPH_ACC` | 94.71 |
+| `MORPH_MICRO_P` | 97.38 |
+| `MORPH_MICRO_R` | 96.78 |
+| `MORPH_MICRO_F` | 97.08 |
+| `SENTS_P` | 92.75 |
+| `SENTS_R` | 94.91 |
+| `SENTS_F` | 92.77 |
+| `DEP_UAS` | 88.91 |
+| `DEP_LAS` | 84.44 |
+| `LEMMA_ACC` | 96.76 |
+| `TAG_ACC` | 88.80 |
+| `ENTS_P` | 87.94 |
+| `ENTS_R` | 88.01 |
+| `ENTS_F` | 87.98 |

accuracy.json CHANGED Viewed

@@ -3,61 +3,61 @@
  "token_p": 0.9988117635,
  "token_r": 0.9995045581,
  "token_f": 0.9991580407,
- "pos_acc": 0.9598771547,
- "morph_acc": 0.944474714,
- "morph_micro_p": 0.9730220493,
- "morph_micro_r": 0.9663540808,
- "morph_micro_f": 0.9696766021,
  "morph_per_feat": {
  "Mood": {
- "p": 0.9575757576,
- "r": 0.9552599758,
- "f": 0.9564164649
  },
  "Number": {
- "p": 0.991838016,
- "r": 0.9841146239,
- "f": 0.9879612258
  },
  "Person": {
- "p": 0.9551760939,
- "r": 0.9551760939,
- "f": 0.9551760939
  },
  "Tense": {
- "p": 0.9144316731,
- "r": 0.9421052632,
- "f": 0.9280622165
  },
  "VerbForm": {
- "p": 0.9513343799,
- "r": 0.9603803487,
- "f": 0.9558359621
  },
  "Gender": {
- "p": 0.9593068536,
- "r": 0.9422451712,
- "f": 0.9506994694
  },
  "PronType": {
- "p": 0.9880332986,
- "r": 0.9813953488,
- "f": 0.9847031372
  },
  "Definite": {
- "p": 0.995923913,
- "r": 0.9932249322,
- "f": 0.9945725916
  },
  "NumType": {
- "p": 0.9735099338,
- "r": 0.9639344262,
- "f": 0.9686985173
  },
  "Voice": {
- "p": 0.9047619048,
- "r": 0.8837209302,
- "f": 0.8941176471
  },
  "Polarity": {
  "p": 1.0,
@@ -65,146 +65,146 @@
  "f": 1.0
  },
  "Case": {
- "p": 0.9175257732,
- "r": 0.9081632653,
- "f": 0.9128205128
  }
  },
- "sents_p": 0.9204339964,
- "sents_r": 0.9438586178,
- "sents_f": 0.9208352003,
- "dep_uas": 0.8870066263,
- "dep_las": 0.8432332776,
  "dep_las_per_type": {
  "cop": {
- "p": 0.8322580645,
- "r": 0.914893617,
- "f": 0.8716216216
  },
  "root": {
- "p": 0.9059674503,
- "r": 0.8946428571,
- "f": 0.9002695418
  },
  "det": {
- "p": 0.9625550661,
- "r": 0.9593852909,
- "f": 0.9609675646
  },
  "amod": {
- "p": 0.905,
- "r": 0.8829268293,
- "f": 0.8938271605
  },
  "nsubj": {
- "p": 0.8683274021,
- "r": 0.8516579407,
- "f": 0.8599118943
  },
  "case": {
- "p": 0.9724888036,
- "r": 0.9700063816,
- "f": 0.9712460064
  },
  "nmod": {
- "p": 0.7980456026,
- "r": 0.8184855234,
- "f": 0.8081363386
  },
  "flat:name": {
- "p": 0.8253424658,
- "r": 0.8763636364,
- "f": 0.8500881834
  },
  "acl": {
- "p": 0.5803571429,
- "r": 0.5603448276,
- "f": 0.5701754386
  },
  "advmod": {
- "p": 0.790368272,
  "r": 0.7926136364,
- "f": 0.7914893617
  },
  "obl": {
- "p": 0.6618556701,
- "r": 0.6604938272,
- "f": 0.6611740474
  },
  "conj": {
- "p": 0.6264150943,
- "r": 0.6125461255,
- "f": 0.6194029851
  },
  "cc": {
- "p": 0.8771186441,
- "r": 0.9,
- "f": 0.8884120172
  },
  "obj": {
- "p": 0.8476953908,
- "r": 0.8150289017,
- "f": 0.8310412574
  },
  "obl:agent": {
- "p": 0.7575757576,
- "r": 0.8333333333,
- "f": 0.7936507937
  },
  "acl:relcl": {
- "p": 0.6513761468,
- "r": 0.6698113208,
- "f": 0.6604651163
  },
  "mark": {
- "p": 0.8388625592,
- "r": 0.8271028037,
- "f": 0.8329411765
  },
  "advcl": {
- "p": 0.5182481752,
- "r": 0.6339285714,
- "f": 0.5702811245
  },
  "xcomp": {
- "p": 0.8362068966,
  "r": 0.776,
- "f": 0.8049792531
  },
  "iobj": {
- "p": 0.3333333333,
- "r": 0.1363636364,
- "f": 0.1935483871
  },
  "appos": {
- "p": 0.5647058824,
- "r": 0.5853658537,
- "f": 0.5748502994
  },
  "fixed": {
- "p": 0.7678571429,
- "r": 0.7678571429,
- "f": 0.7678571429
  },
  "nummod": {
- "p": 0.9673202614,
- "r": 0.9487179487,
- "f": 0.9579288026
  },
  "aux": {
- "p": 0.9206349206,
- "r": 0.935483871,
- "f": 0.928
  },
  "csubj": {
- "p": 0.3333333333,
- "r": 0.25,
- "f": 0.2857142857
  },
  "ccomp": {
- "p": 0.6607142857,
- "r": 0.6166666667,
- "f": 0.6379310345
  },
  "orphan": {
  "p": 0.0,
@@ -217,19 +217,19 @@
  "f": 1.0
  },
  "aux:pass": {
- "p": 0.9701492537,
- "r": 0.9558823529,
- "f": 0.962962963
  },
  "nsubj:pass": {
- "p": 0.862745098,
- "r": 0.8148148148,
- "f": 0.8380952381
  },
  "parataxis": {
- "p": 0.4181818182,
- "r": 0.323943662,
- "f": 0.3650793651
  },
  "list": {
  "p": 0.0,
@@ -237,9 +237,9 @@
  "f": 0.0
  },
  "expl": {
- "p": 0.7272727273,
- "r": 0.8421052632,
- "f": 0.7804878049
  },
  "dep": {
  "p": 0.0,
@@ -248,8 +248,8 @@
  },
  "compound": {
  "p": 1.0,
- "r": 0.8,
- "f": 0.8888888889
  },
  "vocative": {
  "p": 0.0,
@@ -272,32 +272,32 @@
  "f": 0.4
  }
  },
- "lemma_acc": 0.9666683176,
- "tag_acc": 0.8860709332,
- "ents_p": 0.879568498,
- "ents_r": 0.8809359809,
- "ents_f": 0.8802517084,
  "ents_per_type": {
  "LOC": {
- "p": 0.8976696367,
- "r": 0.9210267229,
- "f": 0.9091981951
  },
  "PER": {
- "p": 0.8932702862,
- "r": 0.892742616,
- "f": 0.8930063732
  },
  "ORG": {
- "p": 0.8388458832,
- "r": 0.7987491624,
- "f": 0.8183066362
  },
  "MISC": {
- "p": 0.7873706743,
- "r": 0.7300694674,
- "f": 0.7576381737
  }
  },
- "speed": 12911.8828954792
 }

  "token_p": 0.9988117635,
  "token_r": 0.9995045581,
  "token_f": 0.9991580407,
+ "pos_acc": 0.9624052702,
+ "morph_acc": 0.947102526,
+ "morph_micro_p": 0.9737674322,
+ "morph_micro_r": 0.9677967848,
+ "morph_micro_f": 0.9707729281,
  "morph_per_feat": {
  "Mood": {
+ "p": 0.9573690621,
+ "r": 0.9504232164,
+ "f": 0.9538834951
  },
  "Number": {
+ "p": 0.9923197492,
+ "r": 0.9859834917,
+ "f": 0.9891414733
  },
  "Person": {
+ "p": 0.9581993569,
+ "r": 0.9541088581,
+ "f": 0.9561497326
  },
  "Tense": {
+ "p": 0.9194373402,
+ "r": 0.9460526316,
+ "f": 0.9325551232
  },
  "VerbForm": {
+ "p": 0.9602227526,
+ "r": 0.9564183835,
+ "f": 0.9583167924
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  "Gender": {
+ "p": 0.9592865452,
+ "r": 0.9462612354,
+ "f": 0.9527293733
  },
  "PronType": {
+ "p": 0.9875130073,
+ "r": 0.980878553,
+ "f": 0.9841845994
  },
  "Definite": {
+ "p": 0.9965940054,
+ "r": 0.9911924119,
+ "f": 0.9938858696
  },
  "NumType": {
+ "p": 0.9611650485,
+ "r": 0.9737704918,
+ "f": 0.9674267101
  },
  "Voice": {
+ "p": 0.8965517241,
+ "r": 0.9069767442,
+ "f": 0.901734104
  },
  "Polarity": {
  "p": 1.0,
  "f": 1.0
  },
  "Case": {
+ "p": 0.9,
+ "r": 0.9183673469,
+ "f": 0.9090909091
  }
  },
+ "sents_p": 0.9275362319,
+ "sents_r": 0.9490759452,
+ "sents_f": 0.9277043528,
+ "dep_uas": 0.8891065154,
+ "dep_las": 0.8444034795,
  "dep_las_per_type": {
  "cop": {
+ "p": 0.8441558442,
+ "r": 0.9219858156,
+ "f": 0.8813559322
  },
  "root": {
+ "p": 0.9148550725,
+ "r": 0.9017857143,
+ "f": 0.9082733813
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  "det": {
+ "p": 0.9668874172,
+ "r": 0.9615806806,
+ "f": 0.9642267474
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  "amod": {
+ "p": 0.9131513648,
+ "r": 0.8975609756,
+ "f": 0.9052890529
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+ "r": 0.8551483421,
+ "f": 0.8619173263
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+ "r": 0.6790123457,
+ "f": 0.6619859579
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+ "r": 0.557195572,
+ "f": 0.56133829
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+ "r": 0.8826086957,
+ "f": 0.875
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  "obj": {
+ "p": 0.8485477178,
+ "r": 0.7880539499,
+ "f": 0.8171828172
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  "obl:agent": {
+ "p": 0.8666666667,
+ "r": 0.8666666667,
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+ "f": 0.8544600939
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+ "r": 0.625,
+ "f": 0.564516129
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  "r": 0.776,
+ "f": 0.7918367347
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+ "f": 0.3125
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+ "r": 0.6036585366,
+ "f": 0.5910447761
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+ "p": 0.7547169811,
+ "r": 0.7142857143,
+ "f": 0.7339449541
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+ "r": 0.9358974359,
+ "f": 0.9511400651
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+ "r": 0.9838709677,
+ "f": 0.976
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+ "r": 0.375,
+ "f": 0.4285714286
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+ "r": 0.5833333333,
+ "f": 0.6306306306
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  "orphan": {
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+ "r": 0.9705882353,
+ "f": 0.9777777778
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+ "f": 0.8440366972
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+ "f": 0.3225806452
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  "list": {
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  "expl": {
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+ "f": 0.8181818182
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  "dep": {
  "p": 0.0,
  },
  "compound": {
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+ "r": 0.4,
+ "f": 0.5714285714
  },
  "vocative": {
  "p": 0.0,
  "f": 0.4
  }
  },
+ "lemma_acc": 0.9675598039,
+ "tag_acc": 0.8880083214,
+ "ents_p": 0.8794147723,
+ "ents_r": 0.8800897408,
+ "ents_f": 0.8797521271,
  "ents_per_type": {
  "LOC": {
+ "p": 0.8992701735,
+ "r": 0.9184950774,
+ "f": 0.908780963
  },
  "PER": {
+ "p": 0.8891681327,
+ "r": 0.8956962025,
+ "f": 0.8924202295
  },
  "ORG": {
+ "p": 0.831196083,
+ "r": 0.7962921599,
+ "f": 0.813369838
  },
  "MISC": {
+ "p": 0.7922194335,
+ "r": 0.7308964605,
+ "f": 0.7603234687
  }
  },
+ "speed": 12150.8347133878
 }

attribute_ruler/patterns CHANGED Viewed

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

config.cfg CHANGED Viewed

@@ -81,8 +81,8 @@ nO = null
 [components.ner.model.tok2vec.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = 96
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,1000,2500,2500,50]
 include_static_vectors = false
 [components.ner.model.tok2vec.encode]
@@ -150,8 +150,8 @@ factory = "tok2vec"
 [components.tok2vec.model.embed]
 @architectures = "spacy.MultiHashEmbed.v2"
 width = ${components.tok2vec.model.encode:width}
-attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
-rows = [5000,1000,2500,2500,50]
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