Training Transformers for Question Generation Task in Intelligent Tutoring Systems

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MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.contributorHumber Institute of Technology and Advanced Learning-
Autor(es): dc.creatorSanti, Matheus-
Autor(es): dc.creatorManacero, Aleardo-
Autor(es): dc.creatorPeronaglio, Fernanda F.-
Autor(es): dc.creatorLobato, Renata S.-
Autor(es): dc.creatorSpolon, Roberta-
Autor(es): dc.creatorCavenaghi, Marcos Antonio-
Data de aceite: dc.date.accessioned2025-08-21T17:37:51Z-
Data de disponibilização: dc.date.available2025-08-21T17:37:51Z-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2023-03-02-
Data de envio: dc.date.issued2021-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.23919/CISTI54924.2022.9820606-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/242073-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/242073-
Descrição: dc.descriptionOver 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.-
Descrição: dc.descriptionComputer Science and Statistics Dept São Paulo State University – UNESP, SP-
Descrição: dc.descriptionComputing Dept São Paulo State University – UNESP, SP-
Descrição: dc.descriptionHumber Institute of Technology and Advanced Learning-
Descrição: dc.descriptionComputer Science and Statistics Dept São Paulo State University – UNESP, SP-
Descrição: dc.descriptionComputing Dept São Paulo State University – UNESP, SP-
Idioma: dc.languageen-
Relação: dc.relationIberian Conference on Information Systems and Technologies, CISTI-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectArtificial intelligence-
Palavras-chave: dc.subjectIntelligent tutoring systems-
Palavras-chave: dc.subjectquestion generation-
Palavras-chave: dc.subjectTransformers-
Título: dc.titleTraining Transformers for Question Generation Task in Intelligent Tutoring Systems-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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