Communication Dans Un Congrès Année : 2024

A modal sense classifier for the French modal verb pouvoir

Anna Colli
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  • IdHAL : anna-colli
Delphine Battistelli
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  • PersonId : 1072736

Résumé

In this paper we address the problem of modal sense classification for the French modal verb pouvoir in a transcribed spoken corpus. To the best of our knowledge, no studies have focused on this task in French. We fine-tuned various BERT-based models for French in order to determine which one performed best. It was found that the Flaubert-base-cased model was the most effective (F1-score of 0.94) and that the most frequent categories in our corpus were material possibility and ability, which are both part of the more global alethic category.
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hal-04863361 , version 1 (03-01-2025)

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  • HAL Id : hal-04863361 , version 1

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Anna Colli, Diego Rossini, Delphine Battistelli. A modal sense classifier for the French modal verb pouvoir. Tenth Italian Conference on Computational Linguistics (CLiC-it 2024), Dec 2024, Pise, Italy. ⟨hal-04863361⟩
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