Exploring the automatic selection of basic level concepts

Please use this identifier to cite or link to this item: http://hdl.handle.net/10045/2522
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dc.contributorProcesamiento del Lenguaje Natural y Sistemas de Informaciónen
dc.contributorIXA NLP Groupen
dc.contributor.authorIzquierdo Beviá, Rubén-
dc.contributor.authorSuárez Cueto, Armando-
dc.contributor.authorRigau Claramunt, German-
dc.contributor.otherUniversidad de Alicante. Departamento de Lenguajes y Sistemas Informáticosen
dc.contributor.otherUniversidad del País Vasco. Departamento de Lenguajes y Sistemas Informáticosen
dc.date.accessioned2007-10-28T08:51:17Z-
dc.date.available2007-10-28T08:51:17Z-
dc.date.created2007-09-
dc.date.issued2007-09-
dc.identifier.citationIZQUIERDO BEVIÁ, Rubén; SUÁREZ CUETO, Armando; RIGAU CLARAMUNT, German. "Exploring the automatic selection of basic level concepts". En: International Conference : Recent Advances in Natural Language Processing : Proceedings / Galia Angelova [et al.] (eds.). Shoumen, Bulgaria : INCOMA, 2007. ISBN 978-954-91743-7-3, pp. 298-302en
dc.identifier.isbn978-954-91743-7-3-
dc.identifier.urihttp://hdl.handle.net/10045/2522-
dc.description.abstractWe present a very simple method for selecting Base Level Concepts using basic structural properties of WordNet. We also empirically demonstrate that these automatically derived set of Base Level Concepts group senses into an adequate level of abstraction in order to perform class-based Word Sense Disambiguation. In fact a very naive Most Frequent classifier using the classes selected is able to perform a semantic tagging with accuracy figures over 75%.en
dc.description.sponsorshipUnion Europea bajo proyecto QALL-ME (FP6 IST-033860) y el Gobierno Español bajo el proyecto Text-Mess (TIN2006-15265-C06-01) y KNOW (TIN2006-15049-C03-01)en
dc.languageengen
dc.publisherINCOMAen
dc.subjectWordNeten
dc.subjectWord-sensesen
dc.subjectLevels of abstractionen
dc.subjectWord sense disambiguationen
dc.subject.otherProcesamiento del Lenguaje Naturalen
dc.titleExploring the automatic selection of basic level conceptsen
dc.typeinfo:eu-repo/semantics/bookParten
dc.peerreviewedsien
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess-
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