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a-menu/fr_arches_ner
fr_arches_ner is a token classification model from a-menu. Use it when you need labels on individual words, such as names. It is set up for spacy.
French model trained to recognize named entities from archaeological reports.
Downloads · 30 days
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From the Hugging Face model README
French model trained to recognize named entities from archaeological reports.
| Feature | Description |
|---|---|
| Name | fr_arches_ner |
| Version | 0.0.0 |
| spaCy | >=3.6.1,<3.7.0 |
| Default Pipeline | tok2vec, ner, entity_punctuation_removal |
| Components | tok2vec, ner, entity_punctuation_removal |
| Vectors | 500000 keys, 500000 unique vectors (300 dimensions) |
| Sources | 21 archaeological reports from the Inrap. |
| License | cc-by-nc 2.0 |
| Author | Institut national de recherches archéologiques préventives |
| Component | Labels |
|---|---|
ner | CHRONOLOGIE, DECOR, EDIFICE, ESPECE, GPE, ID, LIEUDIT_SITE, LOC, MATERIAU, MOBILIER, ORG, PERSONNE, PEUPLE_CULTURE, STRUCTURE, TECHNIQUE_STYLE |
| Type | Score |
|---|---|
ENTS_F | 69.62 |
ENTS_P | 67.78 |
ENTS_R | 71.57 |
TOK2VEC_LOSS | 63436.09 |
NER_LOSS | 246059.83 |