Semantics-driven collocation discovery
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- dc.contributor.author Rodríguez Fernández, Saraca
- dc.contributor.author Espinosa-Anke, Luisca
- dc.contributor.author Carlini, Robertoca
- dc.contributor.author Wanner, Leoca
- dc.date.accessioned 2018-02-06T10:36:48Z
- dc.date.available 2018-02-06T10:36:48Z
- dc.date.issued 2016
- 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.en
- 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.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.language.iso eng
- dc.publisher Sociedad Española para el Procesamiento del Lenguaje Natural (SEPLN)ca
- dc.relation.ispartof Semantics-driven collocation discovery. Procesamiento del Lenguaje Natural. 2016;57:57-64
- dc.relation.projectID info:eu-repo/grantAgreement/ES/3PN/FFI2011-30219-C02-02
- dc.rights © Sociedad Española para el Procesamiento de Lenguaje Natural
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.subject.keyword Collocationsen
- dc.subject.keyword Collocation recognitionen
- dc.subject.keyword Collocation semantic classificationen
- dc.subject.keyword Second language learningen
- dc.subject.keyword Word embeddingsen
- dc.subject.keyword Transformation matrixen
- dc.subject.keyword Colocacioneses
- dc.subject.keyword Reconocimiento de colocacioneses
- dc.subject.keyword Clasificación semántica de colocacioneses
- dc.subject.keyword Aprendizaje de lenguases
- dc.subject.keyword Word embeddingses
- dc.subject.keyword Matriz de transformaciónes
- dc.title Semantics-driven collocation discoveryca
- dc.type info:eu-repo/semantics/article
- dc.type.version info:eu-repo/semantics/publishedVersion