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 |