EEG responds to conceptual stimuli and corpus semantics

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  • dc.contributor.author Baroni, Marco
  • dc.contributor.author Lenci, Alessandro
  • dc.date.accessioned 2020-12-15T08:53:34Z
  • dc.date.available 2020-12-15T08:53:34Z
  • dc.date.issued 2009
  • dc.description Comunicació presentada a: 2009 Conference on Empirical Methods in Natural Language Processing celebrat del 6 al 7 d'agost de 2009 a Singapur.
  • dc.description.abstract Mitchell et al. (2008) demonstrated that corpus-extracted models of semantic knowledge can predict neural activation patterns recorded using fMRI. This could be a very powerful technique for evaluating conceptual models extracted from corpora; however, fMRI is expensive and imposes strong constraints on data collection. Following on experiments that demonstrated that EEG activation patterns encode enough information to discriminate broad conceptual categories, we show that corpus-based semantic representations can predict EEG activation patterns with significant accuracy, and we evaluate the relative performance of different corpus-models on this task.en
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Baroni M, Lenci A. EEG responds to conceptual stimuli and corpus semantics. In: Koehn P, Mihalcea R, editors. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing; 2009 Aug 6-7; Singapore. Stroudsburg (PA): Association for Computational Linguistics; 2009. p. 619-27.
  • dc.identifier.uri http://hdl.handle.net/10230/46046
  • dc.language.iso eng
  • dc.publisher ACL (Association for Computational Linguistics)
  • dc.relation.ispartof Koehn P, Mihalcea R, editors. Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing; 2009 Aug 6-7; Singapore. Stroudsburg (PA): Association for Computational Linguistics; 2009. p. 619-27
  • dc.rights © ACL, Creative Commons Attribution 3.0 License (https://creativecommons.org/licenses/by-nc-sa/3.0/)
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by-nc-sa/3.0/
  • dc.title EEG responds to conceptual stimuli and corpus semanticsen
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/publishedVersion

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