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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).
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https://hal-upec-upem.archives-ouvertes.fr/hal-00722750
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Submitted on : Friday, August 3, 2012 - 6:47:30 PM
Last modification on : Wednesday, February 26, 2020 - 7:06:06 PM
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  • HAL Id : hal-00722750, version 1

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Anthony Sigogne, Mathieu Constant, Eric Laporte. French parsing enhanced with a word clustering method based on a syntactic lexicon. Second Workshop on Statistical Parsing of Morphologically Rich Languages (SPMRL 2011), Oct 2011, Dublin, Ireland. pp.22-27. ⟨hal-00722750⟩

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