LaSTUS/TALN at TRAC - 2020 Trolling, Aggression and Cyberbullying.

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  • dc.contributor.author Altin, Lutfiye Seda Mut
  • dc.contributor.author Bravo Serrano, Àlex, 1984-
  • dc.contributor.author Saggion, Horacio
  • dc.date.accessioned 2022-10-06T05:47:52Z
  • dc.date.available 2022-10-06T05:47:52Z
  • dc.date.issued 2020
  • dc.description Comunicació presentada a: Second Workshop on Trolling, Aggression and Cyberbullying (LREC 2020), celebrat de manera virtual.
  • dc.description.abstract This paper presents the participation of the LaSTUS/TALN team at TRAC-2020 Trolling, Aggression and Cyberbullying shared task. The aim of the task is to determine whether a given text is aggressive and contains misogynistic content. Our approach is based on a bidirectional Long Short Term Memory network (bi-LSTM). Our system performed well at sub-task A, aggression detection; however underachieved at sub-task B, misogyny detection.
  • dc.format.mimetype application/pdf
  • dc.identifier.citation Altin LSM, Bravo À, Saggion H. LaSTUS/TALN at TRAC - 2020 Trolling, Aggression and Cyberbullying. In: Kumar R, Ojha AK, Lahiri B, Zampieri M, Malmasi S, Murdock V, Kadar D (eds.). LREC 2020, Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying; 2020 11-16 May; Marseille, France. [Marseille]: The European Language Resources Association (ELRA), 2020. p. 83-6.
  • dc.identifier.uri http://hdl.handle.net/10230/54286
  • dc.language.iso eng
  • dc.publisher ELRA (European Language Resources Association)
  • dc.relation.ispartof Kumar R, Ojha AK, Lahiri B, Zampieri M, Malmasi S, Murdock V, Kadar D (eds.). LREC 2020, Proceedings of the Second Workshop on Trolling, Aggression and Cyberbullying; 2020 11-16 May; Marseille, France. [Marseille]: The European Language Resources Association (ELRA), 2020. p. 83-6.
  • dc.rights © European Language Resources Association (ELRA), licensed under CC-BY-NC
  • dc.rights.accessRights info:eu-repo/semantics/openAccess
  • dc.rights.uri https://creativecommons.org/licenses/by-nc/4.0/
  • dc.title LaSTUS/TALN at TRAC - 2020 Trolling, Aggression and Cyberbullying.
  • dc.type info:eu-repo/semantics/conferenceObject
  • dc.type.version info:eu-repo/semantics/publishedVersion

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Congressos (Departament de Tecnologies de la Informació i les Comunicacions)