Towards the automatic classification of complex-type nominals

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• dc.contributor.author Romeo, Lauren
• dc.contributor.author Mendes, Sara
• dc.contributor.author Bel Rafecas, Núria
• dc.date.accessioned 2019-03-05T09:37:05Z
• dc.date.available 2019-03-05T09:37:05Z
• dc.date.issued 2013
• dc.description Comunicació presentada a: 6th International Conference on Generative Approaches to the Lexicon, celebrada a Pisa, Itàlia, del 24 al 25 de setembre del 2013.
• dc.description.abstract The work presented here depicts experiments toward the automatic classification of complex-type nominals using distributional information. We conducted two experiments: classifying complex-type nominals as members of multiple individual lexical classes, and building a dedicated classifier for complex-type nominals, distinguishing them from simple types. We discuss the promising results obtained, with a focus on asymmetries observed and on lines to be explored in the future.
• dc.description.sponsorship This work was funded with the support of the SUR of the DEC of the Generalitat de Catalunya and the European Social Fund, by SKATER TIN2012-38584-C06-05 and by Fundação para a Ciência e a Tecnologia (FCT) post-doctoral fellowship SFRH/BPD/79900/2011.
• dc.format.mimetype application/pdf
• dc.identifier.citation Romeo L, Mendes S, Bel N. Towards the automatic classification of complex-type nominals. In: Saurí R, Calzolari N, Huang C-R, Lenci A, Monachini M, Pustejovsky J, editors. Proceedings of the 6th International Conference on Generative Approaches to the Lexicon; 2013 Sep 24-25; Pisa, Italy. Stroudsburg (USA): Association for Computational Linguistics (ACL); 2013. p. 21-28.
• dc.identifier.uri http://hdl.handle.net/10230/36737
• dc.language.iso eng
• dc.publisher ACL (Association for Computational Linguistics)
• dc.relation.ispartof In: Saurí R, Calzolari N, Huang C-R, Lenci A, Monachini M, Pustejovsky J, editors. Proceedings of the 6th International Conference on Generative Approaches to the Lexicon; 2013 Sep 24-25; Pisa, Italy. Stroudsburg (USA): Association for Computational Linguistics (ACL); 2013. p. 21-28.
• dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/TIN2012-38584-C06-05
• dc.rights © ACL, Creative Commons Attribution 3.0 License
• dc.rights.accessRights info:eu-repo/semantics/openAccess
• dc.rights.uri https://creativecommons.org/licenses/by-nc-sa/3.0/
• dc.subject.keyword Language Resources Automatic Acquisition
• dc.subject.keyword Machine Learning
• dc.subject.keyword Complex-type nominals
• dc.subject.keyword Generative Lexicon
• dc.title Towards the automatic classification of complex-type nominals
• dc.type info:eu-repo/semantics/conferenceObject
• dc.type.version info:eu-repo/semantics/publishedVersion