Training Transformers for Question Generation Task in Intelligent Tutoring Systems

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dc.contributor.authorSanti, Matheus [UNESP]
dc.contributor.authorManacero, Aleardo [UNESP]
dc.contributor.authorPeronaglio, Fernanda F. [UNESP]
dc.contributor.authorLobato, Renata S. [UNESP]
dc.contributor.authorSpolon, Roberta [UNESP]
dc.contributor.authorCavenaghi, Marcos Antonio
dc.contributor.authorRocha, A.
dc.contributor.authorBordel, B.
dc.contributor.authorPenalvo, F. G.
dc.contributor.authorGoncalves, R.
dc.contributor.institutionUniversidade Estadual Paulista (UNESP)
dc.contributor.institutionHumber Inst Technol & Adv Learning
dc.date.accessioned2023-07-29T11:55:36Z
dc.date.available2023-07-29T11:55:36Z
dc.date.issued2022-01-01
dc.description.abstractOver the last few years, natural language processing (NLP) technologies have largely evolved, allowing their application in new scenarios with much more significant results. With the introduction of NLP into intelligent tutoring systems, several automation techniques could be used to improve the teaching process, among them, question generation, which allows the automated creation of interpretative questions from textual sources. This work explores the application of Transformers neural networks in the Question Generation task, developing several models and comparing their initial results.en
dc.description.affiliationSao Paulo State Univ UNESP, Comp Sci & Stat Dept, Sao Jose Do Rio Preto, SP, Brazil
dc.description.affiliationSao Paulo State Univ UNESP, Comp Dept, Bauru, SP, Brazil
dc.description.affiliationHumber Inst Technol & Adv Learning, Toronto, ON, Canada
dc.description.affiliationUnespSao Paulo State Univ UNESP, Comp Sci & Stat Dept, Sao Jose Do Rio Preto, SP, Brazil
dc.description.affiliationUnespSao Paulo State Univ UNESP, Comp Dept, Bauru, SP, Brazil
dc.format.extent6
dc.identifier.citation2022 17th Iberian Conference on Information Systems and Technologies (cisti). New York: IEEE, 6 p., 2022.
dc.identifier.issn2166-0727
dc.identifier.urihttp://hdl.handle.net/11449/245457
dc.identifier.wosWOS:000848616300361
dc.language.isoeng
dc.publisherIeee
dc.relation.ispartof2022 17th Iberian Conference On Information Systems And Technologies (cisti)
dc.sourceWeb of Science
dc.subjectquestion generation
dc.subjecttransformers
dc.subjectartificial intelligence
dc.subjectintelligent tutoring systems
dc.titleTraining Transformers for Question Generation Task in Intelligent Tutoring Systemsen
dc.typeTrabalho apresentado em evento
dcterms.licensehttp://www.ieee.org/publications_standards/publications/rights/rights_policies.html
dcterms.rightsHolderIeee

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Artigos - Ciência da Computação e Estatística - IBILCE