| language: fr | |
| tags: | |
| - question-answering | |
| - camembert | |
| license: gpl-3.0 | |
| datasets: | |
| - fquad | |
| # camembert-base-fquad | |
| ## Description | |
| A native French Question Answering model [CamemBERT-base](https://camembert-model.fr/) fine-tuned on [FQuAD](https://fquad.illuin.tech/). | |
| ## Evaluation results | |
| On the development set. | |
| ```shell | |
| {"f1": 88.1, "exact_match": 78.1} | |
| ``` | |
| On the test set. | |
| ```shell | |
| {"f1": 88.3, "exact_match": 78.0} | |
| ``` | |
| ## Usage | |
| ```python | |
| 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: | |
| ```bibtex | |
| @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} | |
| } | |
| ``` | |