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--- |
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tags: |
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- spacy |
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- token-classification |
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language: |
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- fr |
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license: cc-by-nc-2.0 |
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model-index: |
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- name: fr_arches_ner_trf |
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results: |
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- task: |
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name: NER |
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type: token-classification |
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metrics: |
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- name: NER Precision |
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type: precision |
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value: 0.8033279872 |
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- name: NER Recall |
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type: recall |
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value: 0.8439342881 |
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- name: NER F Score |
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type: f_score |
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value: 0.8231306491 |
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--- |
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French model trained to recognize named entities from archaeological reports. |
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| Feature | Description | |
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| --- | --- | |
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| **Name** | `fr_arches_ner_trf` | |
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| **Version** | `0.0.0` | |
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| **spaCy** | `>=3.6.1,<3.7.0` | |
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| **Default Pipeline** | `transformer`, `ner`, `entity_punctuation_removal` | |
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| **Components** | `transformer`, `ner`, `entity_punctuation_removal` | |
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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 2.0` | |
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| **Author** | [n/a]() | |
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### Label Scheme |
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<details> |
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<summary>View label scheme (15 labels for 1 components)</summary> |
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| Component | Labels | |
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| --- | --- | |
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| **`ner`** | `CHRONOLOGIE`, `DECOR`, `EDIFICE`, `ESPECE`, `GPE`, `ID`, `LIEUDIT_SITE`, `LOC`, `MATERIAU`, `MOBILIER`, `ORG`, `PERSONNE`, `PEUPLE_CULTURE`, `STRUCTURE`, `TECHNIQUE_STYLE` | |
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</details> |
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### Accuracy |
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| Type | Score | |
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| --- | --- | |
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| `ENTS_F` | 82.31 | |
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| `ENTS_P` | 80.33 | |
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| `ENTS_R` | 84.39 | |
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| `TRANSFORMER_LOSS` | 218923.98 | |
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| `NER_LOSS` | 51779.36 | |
