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

Citació

  • 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.

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Descripció

  • Resum

    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.

  • Descripció

    Comunicació presentada a: Second Workshop on Trolling, Aggression and Cyberbullying (LREC 2020), celebrat de manera virtual.

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