French parsing enhanced with a word clustering method based on a syntactic lexicon
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arXiv
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| Format: | Preprint |
| Published: |
2026
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| _version_ | 1866917550274641920 |
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| author | Sigogne, Anthony Constant, Matthieu Laporte, Eric |
| author_facet | Sigogne, Anthony Constant, Matthieu Laporte, Eric |
| contents | 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 (Abeillé et al., 2003), we obtain accurate performances on French with a parser based on a Probabilistic Context-Free Grammar (Petrov et al., 2006). |
| format | Preprint |
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arxiv_https___arxiv_org_abs_2606_00634 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | French parsing enhanced with a word clustering method based on a syntactic lexicon Sigogne, Anthony Constant, Matthieu Laporte, Eric Computation and Language Machine Learning I.7.0; I.2.6 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 (Abeillé et al., 2003), we obtain accurate performances on French with a parser based on a Probabilistic Context-Free Grammar (Petrov et al., 2006). |
| title | French parsing enhanced with a word clustering method based on a syntactic lexicon |
| topic | Computation and Language Machine Learning I.7.0; I.2.6 |
| url | https://arxiv.org/abs/2606.00634 |