camembert-base-fquad

camembert-base-fquad

Description

A native French Question Answering model CamemBERT-base fine-tuned on FQuAD.

Evaluation results

On the development set.

{"f1": 88.1, "exact_match": 78.1}

On the test set.

{"f1": 88.3, "exact_match": 78.0}

Usage

from transformers import pipeline

nlp = pipeline('question-answering', model='illuin/camembert-base-fquad', tokenizer='illuin/camembert-base-fquad')

nlp({
    'question': "Qui est Claude Monet?",
    'context': "Claude Monet, né le 14 novembre 1840 à Paris et mort le 5 décembre 1926 à Giverny, est un peintre français et l’un des fondateurs de l'impressionnisme."
})

Citation

If you use our work, please cite:

@article{dHoffschmidt2020FQuADFQ,
  title={FQuAD: French Question Answering Dataset},
  author={Martin d'Hoffschmidt and Maxime Vidal and Wacim Belblidia and Tom Brendl'e and Quentin Heinrich},
  journal={ArXiv},
  year={2020},
  volume={abs/2002.06071}
}
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