Hugging Face's logo

marcosgg
/
bert-base-gl-SLI-NER

Token Classification
Transformers
PyTorch
Galician
Portuguese
bert
Inference Endpoints
Model card Files Community
2
bert-base-gl-SLI-NER / README.md
marcosgg's picture
marcosgg
Update README.md
d5a1e3d
preview code
|
raw
history blame contribute delete
No virus
765 Bytes
metadata
license: agpl-3.0
language:
  - gl
  - pt
widget:
  - text: >-
      A miña amiga Rosa, de Lisboa, estudou en Montreal. Agora traballa en Nova
      Pescanova.

Named Entity Recognition (NER) model for Galician

This is a NER model for Galician (ILG/RAG spelling) which uses the standard 'enamex' classes: LOC (geographical locations); PER (people); ORG (organizations); MISC (other entities).

The model is based on BERT-base-gl-cased, which has been fine-tuned using custom splits of the SLI_NERC dataset. On the test split of this dataset (not used for training), the model obtained the following results (Precision/Recall/F-score): 87.69 / 89.7 / 88.68.