Automatic acquisition of syntactic verb classes with basic resources

Mostra el registre complet Registre parcial de l'ítem

• dc.contributor.author Mayol, Laia
• dc.contributor.author Boleda, Gemma
• dc.contributor.author Badía, Teresa
• dc.date.accessioned 2021-04-14T07:57:01Z
• dc.date.available 2021-04-14T07:57:01Z
• dc.date.issued 2005
• dc.description.abstract This paper describes a methodology aimed at grouping Catalan verbs according to their syntactic behavior. Our goal is to acquire a small number of basic classes with a high level of accuracy, using minimal resources. Information on syntactic class, expensive and slow to compile by hand, is useful for any NLP task requiring specific lexical information. We show that it is possible to acquire this kind of information using only a POS-tagged corpus. We perform two clustering experiments. The first one aims at classifying verbs into transitive, intransitive and verbs alternating with a se-construction. Our system achieves an average 0.84 F-score, for a task with a 0.33 baseline. The second experiment aims at further distinguishing among pure intransitives and verbs bearing a prepositional object. The baseline for the task is 0.51 and the upperbound 0.98. The system achieves an average 0.88 F-score.en
• dc.description.sponsorship This work is supported by the Departament d’Universitats, Recerca i Societat de la Informació (grants 2003FI-00867 and 2001FI-00582), and by the Fundación Caja Madrid.
• dc.format.mimetype application/pdf
• dc.identifier.citation Mayol L, Boleda G, Badia T. Automatic acquisition of syntactic verb classes with basic resources. Lang Resour Eval. 2005;39(4):295-312. DOI: 10.1007/s10579-006-9000-x
• dc.identifier.doi http://dx.doi.org/10.1007/s10579-006-9000-x
• dc.identifier.issn 1574-020X
• dc.identifier.uri http://hdl.handle.net/10230/47104
• dc.language.iso eng
• dc.publisher Springer
• dc.relation.ispartof Language Resources and Evaluation. 2005;39(4):295-312
• dc.rights © Springer The final publication is available at Springer via http://dx.doi.org/10.1007/s10579-006-9000-x
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.subject.keyword Lexical acquisitionen
• dc.subject.keyword Subcategorisationen
• dc.subject.keyword Verb classesen
• dc.subject.keyword Catalanen
• dc.subject.keyword Clusteringen
• dc.title Automatic acquisition of syntactic verb classes with basic resourcesen
• dc.type info:eu-repo/semantics/article
• dc.type.version info:eu-repo/semantics/acceptedVersion