2026-04-17T14:11:17Zhttps://recercat.cat/oai/request

oai:recercat.cat:10230/367372025-12-18T01:13:07Zcom_2072_6col_2072_452952

Towards the automatic classification of complex-type nominals Romeo, Lauren Mendes, Sara Bel Rafecas, Núria Language Resources Automatic Acquisition Machine Learning Complex-type nominals Generative Lexicon Comunicació presentada a: 6th International Conference on Generative Approaches to the Lexicon, celebrada a Pisa, Itàlia, del 24 al 25 de setembre del 2013. 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. 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. 2019-03-05T09:37:05Z 2019-03-05T09:37:05Z 2013 info:eu-repo/semantics/conferenceObject info:eu-repo/semantics/publishedVersion 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. http://hdl.handle.net/10230/36737 eng 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. info:eu-repo/grantAgreement/ES/3PN/TIN2012-38584-C06-05 © ACL, Creative Commons Attribution 3.0 License https://creativecommons.org/licenses/by-nc-sa/3.0/ info:eu-repo/semantics/openAccess application/pdf application/pdf ACL (Association for Computational Linguistics)