"The red one!": on learning to refer to things based on discriminative properties

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  • dc.contributor.author Lazaridou, Angeliki
  • dc.contributor.author Pham, Nghia The
  • dc.contributor.author Baroni, Marco
  • dc.date.accessioned 2020-12-10T09:39:15Z
  • dc.date.available 2020-12-10T09:39:15Z
  • dc.date.issued 2016
  • dc.description Comunicació presentada a: 54th Annual Meeting of the Association for Computational Linguistics celebrat del 7 al 12 d'agost de 2016 a Berlín, Alemanya.
  • dc.description.abstract As a first step towards agents learning to communicate about their visual environment, we propose a system that, given visual representations of a referent (CAT) and a context (SOFA), identifies their discriminative attributes, i.e., properties that distinguish them (has_tail). Moreover, although supervision is only provided in terms of discriminativeness of attributes for pairs, the model learns to assign plausible attributes to specific objects (SOFA-has_cushion). Finally, we present a preliminary experiment confirming the referential success of the predicted discriminative attributes.en
  • dc.description.sponsorship This work was supported by ERC 2011 Starting Independent Research Grant n. 283554 (COMPOSES).
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Lazaridou A, The Pham N, Baroni M. "The red one!": on learning to refer to things based on discriminative properties. In: Erk K, Smith NA, editors. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers); 2016 Aug 7-12; Berlin, Germany. Stroudsburg (PA): Association for Computational Linguistics; 2016. p. 213-8. DOI: 10.18653/v1/P16-2035
  • dc.identifier.doi http://dx.doi.org/10.18653/v1/P16-2035
  • dc.identifier.uri http://hdl.handle.net/10230/45964
  • dc.language.iso eng
  • dc.publisher ACL (Association for Computational Linguistics)
  • dc.relation.ispartof Erk K, Smith NA, editors. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers); 2016 Aug 7-12; Berlin, Germany. Stroudsburg (PA): Association for Computational Linguistics; 2016. p. 213-8
  • dc.relation.projectID info:eu-repo/grantAgreement/EC/FP7/283554
  • dc.rights © ACL, Creative Commons Attribution 4.0 License https://creativecommons.org/licenses/by/4.0/
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by/4.0/
  • dc.title "The red one!": on learning to refer to things based on discriminative properties
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/publishedVersion

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