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1
Cross-lingual Word Sense Disambiguation for Predicate Labelling of French
In: Conférence sur le Traitement Automatique des Langues Naturelles ; https://hal.archives-ouvertes.fr/hal-01838558 ; Conférence sur le Traitement Automatique des Langues Naturelles, Jan 2014, Marseille, France (2014)
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2
Global methods for cross-lingual semantic role and predicate labelling
In: International Conference on Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-01838563 ; International Conference on Computational Linguistics, Jan 2014, Dublin, Ireland (2014)
Abstract: International audience ; We address the problem of transferring semantic annotations to new languages using parallel corpora. Previous work has transferred these annotations on a token-to-token basis, an approach that is sensitive to alignment errors and translation shifts. We present a global approach to transfer that aggregates information across the whole parallel corpus and leads to more robust labellers. We build two global models, one for predicate labelling and one for role labelling, each tailored to the task at hand. We show that the combination of direct and global methods outperforms previous results.
Keyword: [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; cross-lingual annotation transfer; parallel corpora; predicate labelling; semantic role labelling
URL: https://hal.archives-ouvertes.fr/hal-01838563
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