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Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation

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Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation

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Ruiz-Dolz, R.; Alemany-Bordera, J.; Heras, S.; García-Fornes, A. (2021). Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation. IEEE Intelligent Systems. 36(6):62-70. https://doi.org/10.1109/MIS.2021.3073993

Por favor, use este identificador para citar o enlazar este ítem: http://hdl.handle.net/10251/184749

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Title: Transformer-Based Models for Automatic Identification of Argument Relations: A Cross-Domain Evaluation
Author: Ruiz-Dolz, Ramon Alemany-Bordera, José Heras, Stella García-Fornes, A
UPV Unit: Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
Issued date:
Abstract:
[EN] Argument mining is defined as the task of automatically identifying and extracting argumentative components (e.g., premises, claims, etc.) and detecting the existing relations among them (i.e., support, attack, rephrase, ...[+]
Subjects: Task analysis , Ethics , Natural language processing , Data mining , Standards , Intelligent systems , Computational modeling
Copyrigths: Reserva de todos los derechos
Source:
IEEE Intelligent Systems. (issn: 1541-1672 )
DOI: 10.1109/MIS.2021.3073993
Publisher:
Institute of Electrical and Electronics Engineers
Publisher version: https://doi.org/10.1109/MIS.2021.3073993
Project ID:
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2013-2016/TIN2017-89156-R/ES/AGENTES INTELIGENTES PARA ASESORAR EN PRIVACIDAD EN REDES SOCIALES/
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PID2020-113416RB-I00/ES/AGENTES INTELIGENTES AFECTIVOS PARA PERSUADIR COMPORTAMIENTOS CIVICOS EN ENTORNOS VIRTUALES /
info:eu-repo/grantAgreement/MINECO//BES-2015-074498/ES/BES-2015-074498/
info:eu-repo/grantAgreement/GVA//PROMETEO%2F2018%2F002//TECNOLOGIES PER ORGANITZACIONS HUMANES EMOCIONALS/
Description: © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Thanks:
This work was supported in part by the Spanish Government project under Grant TIN2017-89,156-R, in part by the FPI under grant BES-2015-074,498, and in part by the Valencian Government project under Grant PROMETEO/2018/002. ...[+]
Type: Artículo

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