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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

Label Scheme

View label scheme (15 labels for 1 components)
Component Labels
ner CHRONOLOGIE, DECOR, EDIFICE, ESPECE, GPE, ID, LIEUDIT_SITE, LOC, MATERIAU, MOBILIER, ORG, PERSONNE, PEUPLE_CULTURE, STRUCTURE, TECHNIQUE_STYLE

Accuracy

Type Score
ENTS_F 69.62
ENTS_P 67.78
ENTS_R 71.57
TOK2VEC_LOSS 63436.09
NER_LOSS 246059.83
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Evaluation results