55 lines
1.4 KiB
Markdown
55 lines
1.4 KiB
Markdown
---
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language: french
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---
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# camembert-large-fquad
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## Description
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A native French Question Answering model [CamemBERT-large](https://camembert-model.fr/) fine-tuned on [FQuAD](https://fquad.illuin.tech/).
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## FQuAD Leaderboard and evaluation scores
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The results of Camembert-large-fquad can be compared with other state-of-the-art models of the [FQuAD Leaderboard](https://illuin-tech.github.io/FQuAD-explorer/).
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On the test set the model scores,
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```shell
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{"f1": 91.5, "exact_match": 82.0}
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```
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On the development set the model scores,
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```shell
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{"f1": 91.0, "exact_match": 81.2}
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```
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Note : You can also explore the results of the model on [FQuAD-Explorer](https://illuin-tech.github.io/FQuAD-explorer/) !
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## Usage
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```python
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from transformers import pipeline
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nlp = pipeline('question-answering', model='illuin/camembert-large-fquad', tokenizer='illuin/camembert-large-fquad')
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nlp({
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'question': "Qui est Claude Monet?",
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'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."
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})
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```
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## Citation
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If you use our work, please cite:
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```bibtex
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@article{dHoffschmidt2020FQuADFQ,
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title={FQuAD: French Question Answering Dataset},
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author={Martin d'Hoffschmidt and Maxime Vidal and Wacim Belblidia and Tom Brendl'e and Quentin Heinrich},
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journal={ArXiv},
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year={2020},
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volume={abs/2002.06071}
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}
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```
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