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	2013
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.format	application/pdf
dc.language.iso	eng
dc.publisher	ACL (Association for Computational Linguistics)
dc.relation	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	info:eu-repo/grantAgreement/ES/3PN/TIN2012-38584-C06-05
dc.rights	© ACL, Creative Commons Attribution 3.0 License
dc.rights	https://creativecommons.org/licenses/by-nc-sa/3.0/
dc.rights	info:eu-repo/semantics/openAccess
dc.subject	Language Resources Automatic Acquisition
dc.subject	Machine Learning
dc.subject	Complex-type nominals
dc.subject	Generative Lexicon
dc.title	Towards the automatic classification of complex-type nominals
dc.type	info:eu-repo/semantics/conferenceObject
dc.type	info:eu-repo/semantics/publishedVersion
dc.description.abstract	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.abstract	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.

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