LaSTUS/TALN at IroSvA: Irony Detection in Spanish Variants
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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 2022-10-06T05:47:45Z
- dc.date.available 2022-10-06T05:47:45Z
- dc.date.issued 2019
- dc.description Comunicació presentada a: Iberian Languages Evaluation Forum (IberLEF 2019), celebrat el 24 de setembre de 2019 a Bilbao, Espanya.
- dc.description.abstract The Irony Detection in Spanish Variants (IroSvA’19) shared task aims at investigating the recognition of irony in Twitter messages in three different Spanish variants: from Spain , Mexico, and Cuba. This paper describes our approach to the shared task: a Neural Network system based on a simple bidirectional LSTM (biLSTM) model. Since we have developed the system in the context of other related IberLEF 2019 shared tasks, we train multiple models simultaneously sharing some of the layers of the neural architecture between them. Furthermore, we also have applied a method for data augmentation given the scarcity of resources which were available.
- dc.format.mimetype application/pdf
- dc.identifier.citation Altin LSM, Bravo A, Saggion H. LaSTUS/TALN at IroSvA: Irony Detection in Spanish Variants. In: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019); 2019 Sep 24; Bilbao, Espanya. [Bilbao]: CEUR Workshop Proceedings Series;2019. p. 292-6.
- dc.identifier.uri http://hdl.handle.net/10230/54284
- dc.language.iso eng
- dc.publisher CEUR Workshop Proceedings
- dc.relation.ispartof Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2019); 2019 Sep 24; Bilbao, Espanya. [Bilbao]: CEUR Workshop Proceedings Series;2019. p. 292-6.
- dc.rights Copyright © 2019 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0)
- dc.rights.accessRights info:eu-repo/semantics/openAccess
- dc.rights.uri https://creativecommons.org/licenses/by/4.0
- dc.subject.keyword Irony Detection
- dc.subject.keyword biLSTM
- dc.subject.keyword neural network
- dc.subject.keyword language variety
- dc.title LaSTUS/TALN at IroSvA: Irony Detection in Spanish Variants
- dc.type info:eu-repo/semantics/conferenceObject
- dc.type.version info:eu-repo/semantics/publishedVersion