Instances and concepts in distributional space

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To access the full text documents, please follow this link: http://hdl.handle.net/10230/32679

dc.contributor.author	Boleda, Gemma
dc.contributor.author	Gupta, Abhijeet
dc.contributor.author	Padó, Sebastian
dc.date	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.format	application/pdf
dc.language.iso	eng
dc.publisher	ACL (Association for Computational Linguistics)
dc.relation	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.relation	info:eu-repo/grantAgreement/EC/H2020/715154
dc.relation	info:eu-repo/grantAgreement/EC/H2020/655577
dc.rights	© ACL, Creative Commons Attribution 4.0 License
dc.rights	info:eu-repo/semantics/openAccess
dc.rights	http://creativecommons.org/licenses/by/4.0
dc.subject	Distributional semantics
dc.title	Instances and concepts in distributional space
dc.type	info:eu-repo/semantics/conferenceObject
dc.type	info:eu-repo/semantics/publishedVersion
dc.description.abstract	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.abstract	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).

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