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en_docusco_spacy_cd_trf

Token Classification
spaCy
English
Eval Results
Model card Files Community
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Update spaCy pipeline

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Files changed (8) hide show
  1. README.md +11 -11
  2. config.cfg +2 -2
  3. en_docusco_spacy_fc_trf-any-py3-none-any.whl +2 -2
  4. meta.json +65 -65
  5. ner/model +0 -0
  6. ner/moves +1 -1
  7. tagger/model +0 -0
  8. transformer/model +1 -1
README.md CHANGED
@@ -14,27 +14,27 @@ model-index:
14
  metrics:
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  - name: NER Precision
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  type: precision
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- value: 0.8882993329
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  - name: NER Recall
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  type: recall
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- value: 0.8832277388
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  - name: NER F Score
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  type: f_score
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- value: 0.8857562763
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  - task:
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  name: TAG
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  type: token-classification
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  metrics:
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  - name: TAG (XPOS) Accuracy
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  type: accuracy
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- value: 0.9838874397
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  ---
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  English pipeline for part-of-speech and rhetorical tagging.
33
 
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  | Feature | Description |
35
  | --- | --- |
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  | **Name** | `en_docusco_spacy_fc_trf` |
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- | **Version** | `1.0` |
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  | **spaCy** | `>=3.4.3,<3.5.0` |
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  | **Default Pipeline** | `transformer`, `tagger`, `ner` |
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  | **Components** | `transformer`, `tagger`, `ner` |
@@ -61,9 +61,9 @@ English pipeline for part-of-speech and rhetorical tagging.
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  | Type | Score |
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  | --- | --- |
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  | `TAG_ACC` | 98.39 |
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- | `ENTS_F` | 88.58 |
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- | `ENTS_P` | 88.83 |
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- | `ENTS_R` | 88.32 |
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- | `TRANSFORMER_LOSS` | 2313939.76 |
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- | `TAGGER_LOSS` | 652253.64 |
69
- | `NER_LOSS` | 2048381.71 |
 
14
  metrics:
15
  - name: NER Precision
16
  type: precision
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+ value: 0.889028963
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  - name: NER Recall
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  type: recall
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+ value: 0.8833963688
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  - name: NER F Score
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  type: f_score
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  - task:
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  name: TAG
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  type: token-classification
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  metrics:
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  - name: TAG (XPOS) Accuracy
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  type: accuracy
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+ value: 0.9838746739
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  ---
32
  English pipeline for part-of-speech and rhetorical tagging.
33
 
34
  | Feature | Description |
35
  | --- | --- |
36
  | **Name** | `en_docusco_spacy_fc_trf` |
37
+ | **Version** | `1.1` |
38
  | **spaCy** | `>=3.4.3,<3.5.0` |
39
  | **Default Pipeline** | `transformer`, `tagger`, `ner` |
40
  | **Components** | `transformer`, `tagger`, `ner` |
 
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  | Type | Score |
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  | --- | --- |
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  | `TAG_ACC` | 98.39 |
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+ | `ENTS_F` | 88.62 |
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+ | `ENTS_P` | 88.90 |
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+ | `ENTS_R` | 88.34 |
67
+ | `TRANSFORMER_LOSS` | 2319800.36 |
68
+ | `TAGGER_LOSS` | 669777.78 |
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+ | `NER_LOSS` | 2048423.35 |
config.cfg CHANGED
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  [paths]
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- dev = null
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  vectors = null
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  "description":"English pipeline for part-of-speech and rhetorical tagging.",
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  "author":"David Brown",
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  "email":"dwb2@andrew.cmu.edu",
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