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philipp-zettl
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xx_eb_ner

Token Classification
spaCy
multilingual
Eval Results
Model card Files Community
philipp-zettl commited on
Commit
b36e369
•
1 Parent(s): 0a4024d

Update spaCy pipeline

Browse files
Files changed (7) hide show
  1. README.md +13 -14
  2. meta.json +29 -17
  3. ner/model +2 -2
  4. ner/moves +1 -1
  5. tok2vec/model +1 -1
  6. vocab/strings.json +0 -0
  7. xx_eb_ner-any-py3-none-any.whl +2 -2
README.md CHANGED
@@ -4,7 +4,6 @@ tags:
4
  - token-classification
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  language:
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  - multilingual
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- license: cc-by-nc-sa-4.0
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  model-index:
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  - name: xx_eb_ner
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  results:
@@ -14,35 +13,35 @@ model-index:
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  metrics:
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  - name: NER Precision
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  type: precision
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- value: 0.9976688647
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  - name: NER Recall
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  type: recall
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- value: 0.9975230852
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  - name: NER F Score
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  type: f_score
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- value: 0.9975959696
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  ---
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `xx_eb_ner` |
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- | **Version** | `0.3.0` |
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  | **spaCy** | `>=3.8.2,<3.9.0` |
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  | **Default Pipeline** | `tok2vec`, `ner` |
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  | **Components** | `tok2vec`, `ner` |
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  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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  | **Sources** | n/a |
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- | **License** | `cc-by-nc-sa-4.0` |
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- | **Author** | [philipp-zettl]() |
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  ### Label Scheme
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  <details>
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- <summary>View label scheme (3 labels for 1 components)</summary>
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  | Component | Labels |
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  | --- | --- |
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- | **`ner`** | `COURSE_NAME`, `JOB_TITLE`, `LOCATION` |
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  </details>
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@@ -50,8 +49,8 @@ model-index:
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  | Type | Score |
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  | --- | --- |
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- | `ENTS_F` | 99.76 |
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- | `ENTS_P` | 99.77 |
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- | `ENTS_R` | 99.75 |
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- | `TOK2VEC_LOSS` | 25659.16 |
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- | `NER_LOSS` | 9140.46 |
 
4
  - token-classification
5
  language:
6
  - multilingual
 
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  model-index:
8
  - name: xx_eb_ner
9
  results:
 
13
  metrics:
14
  - name: NER Precision
15
  type: precision
16
+ value: 0.9960448644
17
  - name: NER Recall
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  type: recall
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+ value: 0.9947236004
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  - name: NER F Score
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  type: f_score
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+ value: 0.995383794
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  ---
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  | Feature | Description |
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  | --- | --- |
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  | **Name** | `xx_eb_ner` |
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+ | **Version** | `0.4.0` |
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  | **spaCy** | `>=3.8.2,<3.9.0` |
29
  | **Default Pipeline** | `tok2vec`, `ner` |
30
  | **Components** | `tok2vec`, `ner` |
31
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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  | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
35
 
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  ### Label Scheme
37
 
38
  <details>
39
 
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+ <summary>View label scheme (5 labels for 1 components)</summary>
41
 
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  | Component | Labels |
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  | --- | --- |
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+ | **`ner`** | `BRAND`, `COURSE_NAME`, `FASHION`, `JOB_TITLE`, `LOCATION` |
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  </details>
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  | Type | Score |
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  | --- | --- |
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+ | `ENTS_F` | 99.54 |
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+ | `ENTS_P` | 99.60 |
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+ | `ENTS_R` | 99.47 |
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+ | `TOK2VEC_LOSS` | 16859.59 |
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+ | `NER_LOSS` | 20810.51 |
meta.json CHANGED
@@ -1,12 +1,12 @@
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  {
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  "lang":"xx",
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  "name":"eb_ner",
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- "version":"0.3.0",
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  "description":"",
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- "author":"philipp-zettl",
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  "email":"",
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  "url":"",
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- "license":"cc-by-nc-sa-4.0",
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  "spacy_version":">=3.8.2,<3.9.0",
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  "spacy_git_version":"63f1b53",
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  "vectors":{
@@ -20,7 +20,9 @@
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  ],
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  "ner":[
 
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  "COURSE_NAME",
 
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  "JOB_TITLE",
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  "LOCATION"
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  ]
@@ -37,28 +39,38 @@
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  ],
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  "performance":{
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- "ents_f":0.9975959696,
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- "ents_p":0.9976688647,
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- "ents_r":0.9975230852,
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  "ents_per_type":{
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  "COURSE_NAME":{
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- "p":0.9998858916,
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- "r":0.9998174391,
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- "f":0.9998516642
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  },
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  "LOCATION":{
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- "p":0.9965569206,
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- "r":0.9994995296,
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- "f":0.9980260561
 
 
 
 
 
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  },
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  "JOB_TITLE":{
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- "p":0.9939871152,
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- "r":0.9873836902,
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- "f":0.9906743989
 
 
 
 
 
58
  }
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  },
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- "tok2vec_loss":256.5916271971,
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- "ner_loss":91.4045944214
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  },
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  "requirements":[
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  "spacy>=3.8.2,<3.9.0"
 
1
  {
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  "lang":"xx",
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  "name":"eb_ner",
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+ "version":"0.4.0",
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  "description":"",
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+ "author":"",
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  "email":"",
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  "url":"",
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+ "license":"",
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  "spacy_version":">=3.8.2,<3.9.0",
11
  "spacy_git_version":"63f1b53",
12
  "vectors":{
 
20
 
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  ],
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  "ner":[
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+ "BRAND",
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  "COURSE_NAME",
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+ "FASHION",
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  "JOB_TITLE",
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  "LOCATION"
28
  ]
 
39
 
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  ],
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  "performance":{
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+ "ents_f":0.995383794,
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+ "ents_p":0.9960448644,
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+ "ents_r":0.9947236004,
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  "ents_per_type":{
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  "COURSE_NAME":{
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+ "p":0.9990402048,
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+ "r":0.9991139697,
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+ "f":0.9990770859
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  },
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  "LOCATION":{
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+ "p":0.994735407,
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+ "r":0.9985156801,
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+ "f":0.9966219588
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+ },
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+ "FASHION":{
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+ "p":0.9997141224,
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+ "r":0.9940306993,
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+ "f":0.9968643101
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  },
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  "JOB_TITLE":{
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+ "p":0.991307885,
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+ "r":0.9770626714,
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+ "f":0.9841337315
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+ },
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+ "BRAND":{
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+ "p":0.9805919457,
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+ "r":0.9679118774,
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+ "f":0.9742106532
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  }
71
  },
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+ "tok2vec_loss":168.5959106874,
73
+ "ner_loss":208.1051483154
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  },
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  "requirements":[
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  "spacy>=3.8.2,<3.9.0"
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ner/moves CHANGED
@@ -1 +1 @@
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vocab/strings.json CHANGED
The diff for this file is too large to render. See raw diff
 
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