NER4Archives pipeline optimized for GPU and specialized on French National Archives findings aids (XML-EAD). Components: transformer, ner. Based on camembert-base model.
| Feature |
Description |
| Name |
fr_ner4archives_camembert_base |
| Version |
0.0.0 |
| spaCy |
>=3.3.1,<3.4.0 |
| Default Pipeline |
transformer, ner |
| Components |
transformer, ner |
| Vectors |
0 keys, 0 unique vectors (0 dimensions) |
| Sources |
French corpus for the NER task composed of finding aids in XML-EAD from the National Archives of France (v. 2.0) - Check corpus version on GitHub |
| License |
CC-BY-4.0 license |
| Author |
Archives nationales / Inria-Almanach |
Label Scheme
View label scheme (5 labels for 1 components)
| Component |
Labels |
ner |
EVENT, LOCATION, ORGANISATION, PERSON, TITLE |
Accuracy
| Type |
Score |
ENTS_F |
86.31 |
ENTS_P |
87.25 |
ENTS_R |
85.40 |
TRANSFORMER_LOSS |
159157.68 |
NER_LOSS |
27979.50 |
