French parsing enhanced with a word clustering method based on a syntactic lexicon
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Computer Science > Computation and Language
Title:French parsing enhanced with a word clustering method based on a syntactic lexicon
Abstract: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).
| Subjects: | Computation and Language (cs.CL); Machine Learning (cs.LG) |
| ACM classes: | I.7.0; I.2.6 |
| Cite as: | arXiv:2606.00634 [cs.CL] |
| (or arXiv:2606.00634v1 [cs.CL] for this version) | |
| https://doi.org/10.48550/arXiv.2606.00634
arXiv-issued DOI via DataCite (pending registration)
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| Journal reference: | Second Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL), 2011, Dublin, Ireland, pp.22-27 |
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