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dc.contributor.author Rodríguez Fernández, Sara
dc.contributor.author Espinosa-Anke, Luis
dc.contributor.author Carlini, Roberto
dc.contributor.author Wanner, Leo
dc.date.accessioned 2018-02-06T10:36:48Z
dc.date.available 2018-02-06T10:36:48Z
dc.date.issued 2016
dc.identifier.citation Rodríguez-Fernández S, Espinosa-Anke L, Carlini R, Wanner L. Semantics-driven collocation discovery. Procesamiento del Lenguaje Natural. 2016;57: 57-64.
dc.identifier.issn 1135-5948
dc.identifier.uri http://hdl.handle.net/10230/33809
dc.description.abstract Collocations are combinations of two lexically dependent elements, of which one (the base) is freely chosen because of its meaning, and the choice of the other (the collocate) depends on the base. Collocations are difficult to master by language learners. This difficulty becomes evident in that even when learners know the meaning they want to express, they often struggle to choose the right collocate. Collocation dictionaries, in which collocates are grouped into semantic categories, are useful tools. However, they are scarce since they are the result of costintensive manual elaboration. In this paper, we present for Spanish an algorithm that automatically retrieves for a given base and a given semantic category the corresponding collocates.
dc.description.sponsorship The present work has been funded by the Spanish Ministry of Economy and Competitiveness (MINECO), through a predoctoral grant (BES-2012-057036) in the framework of the project HARenES (FFI2011-30219-C02-02) and the Maria de Maeztu Excellence Program (MDM-2015-0502).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN)
dc.relation.ispartof Semantics-driven collocation discovery. Procesamiento del Lenguaje Natural. 2016;57:57-64
dc.rights © Sociedad Española para el Procesamiento de Lenguaje Natural
dc.title Semantics-driven collocation discovery
dc.type info:eu-repo/semantics/article
dc.subject.keyword Collocations
dc.subject.keyword Collocation recognition
dc.subject.keyword Collocation semantic classification
dc.subject.keyword Second language learning
dc.subject.keyword Word embeddings
dc.subject.keyword Transformation matrix
dc.subject.keyword Colocaciones
dc.subject.keyword Reconocimiento de colocaciones
dc.subject.keyword Clasificación semántica de colocaciones
dc.subject.keyword Aprendizaje de lenguas
dc.subject.keyword Word embeddings
dc.subject.keyword Matriz de transformación
dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/FFI2011-30219-C02-02
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion

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