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dc.contributor.author Boleda, Gemma
dc.contributor.author Gupta, Abhijeet
dc.contributor.author Padó, Sebastian
dc.date.accessioned 2017-08-24T11:26:34Z
dc.date.available 2017-08-24T11:26:34Z
dc.date.issued 2017
dc.identifier.citation Boleda G, Gupta A, Pado S. Instances and concepts in distributional space. In: Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers; 2017 Apr 3-7; Valencia, Spain. Stroudsburg (PA): ACL; 2017. p. 79-85.
dc.identifier.uri http://hdl.handle.net/10230/32679
dc.description Comunicació presentada a l'European Chapter of the Association for Computational Linguistics (EACL) celebrat a València, Espanya, del 2 al 6 de juny de 2017.
dc.description.abstract Instances (“Mozart”) are ontologically distinct from concepts or classes (“composer”). Natural language encompasses both, but instances have received comparatively little attention in distributional semantics. Our results show that instances and concepts differ in their distributional properties. We also establish that instantiation detection (“Mozart – composer”) is generally easier than hypernymy detection (“chemist – scientist”), and that results on the influence of input representation do not transfer from hyponymy to instantiation.
dc.description.sponsorship The authors have received funding from DFG (SFB 732, project B9). and from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 715154; AMORE), as well as under the Marie Sklodowska-Curie grant agreement No 655577 (LOVe).
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher ACL (Association for Computational Linguistics)
dc.relation.ispartof Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers; 2017 Apr 3-7; Valencia, Spain. Stroudsburg (PA): ACL; 2017. p. 79-85.
dc.rights © ACL, Creative Commons Attribution 4.0 License
dc.rights.uri http://creativecommons.org/licenses/by/4.0
dc.title Instances and concepts in distributional space
dc.type info:eu-repo/semantics/conferenceObject
dc.subject.keyword Distributional semantics
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/715154
dc.relation.projectID info:eu-repo/grantAgreement/EC/H2020/655577
dc.rights.accessRights info:eu-repo/semantics/openAccess
dc.type.version info:eu-repo/semantics/publishedVersion

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