# French parsing enhanced with a word clustering method based on a syntactic lexicon

arXiv: https://arxiv.org/abs/2606.00634 · HTML: https://mlsanity.com/paper/2606.00634/

## Key facts

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- First posted on arXiv 30 May 2026.

## Abstract (arXiv)

This article evaluates the integration of data extracted from a French syntactic lexicon, the Lexicon-Grammar (Gross, 1994), into a probabilistic parser. We show that by applying clustering methods on verbs of the French Treebank (Abeill'e et al., 2003), we obtain accurate performances on French with a parser based on a Probabilistic Context-Free Grammar (Petrov et al., 2006).