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).
Fields of Study & Subjects
Natural Language Processing Techniques
Topic Modeling
Speech and dialogue systems
Publication details
- Journal / source
- arXiv (Cornell University)
- Publication date
- 30 May 2026
- Language
- EN
- Document type
- Preprint