Generative Artificial Intelligence based on large language models - tools for use in academic research

Detalhes bibliográficos
Autor(a) principal: Ramos, Anatália Saraiva Martins
Data de Publicação: 2023
Tipo de documento: preprint
Idioma: por
Título da fonte: SciELO Preprints
Texto Completo: https://preprints.scielo.org/index.php/scielo/preprint/view/6105
Resumo: A successful example of generative artificial intelligence (AI) based on large language models (LLMs) for the academic research universe is ChatGPT. Tools derived from its model assist a series of activities or tasks ranging from the conception of research, through literature review, analysis and even the writing of articles and publication in scientific journals. At the same time that we are faced with the enormous success of ChatGPT, for its innovative potential for academia, researchers are still trying to know, apply and understand its implications and limitations of use for academic research. This work fills the need for practical advice on the use of AI to conduct academic research, in particular to support literature review work.
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spelling Generative Artificial Intelligence based on large language models - tools for use in academic researchInteligência Artificial Generativa baseada em grandes modelos de linguagem - ferramentas de uso na pesquisa acadêmicaInteligência Artificial GenerativaGrandes modelos de linguagemChatGPTAcademiaPesquisa científicaGenerative Artificial IntelligenceLarge language modelsChatGPTAcademiaScientific research A successful example of generative artificial intelligence (AI) based on large language models (LLMs) for the academic research universe is ChatGPT. Tools derived from its model assist a series of activities or tasks ranging from the conception of research, through literature review, analysis and even the writing of articles and publication in scientific journals. At the same time that we are faced with the enormous success of ChatGPT, for its innovative potential for academia, researchers are still trying to know, apply and understand its implications and limitations of use for academic research. This work fills the need for practical advice on the use of AI to conduct academic research, in particular to support literature review work. Um exemplo de sucesso de inteligência artificial (IA) generativa baseadas em grandes modelos de linguagem (LLMs) para o universo da pesquisa acadêmica é o ChatGPT. Ferramentas derivadas do seu modelo auxiliam uma série de atividades ou tarefas que variam desde a concepção da pesquisa, passando pela revisão de literatura, análise e chegando até a escrita de artigos e publicação em periódicos científicos. Ao mesmo tempo que nos deparamos com o enorme sucesso do ChatGPT, por seu potencial inovador para a academia, os pesquisadores ainda estão a tentar conhecer, aplicar e entender suas implicações e limitações de uso para a pesquisa acadêmica. Este trabalho preenche a necessidade de conselhos práticos sobre o uso da IA para realizar pesquisa acadêmica, em especial para apoiar o trabalho de revisão de literatura.SciELO PreprintsSciELO PreprintsSciELO Preprints2023-05-24info:eu-repo/semantics/preprintinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://preprints.scielo.org/index.php/scielo/preprint/view/610510.1590/SciELOPreprints.6105porhttps://preprints.scielo.org/index.php/scielo/article/view/6105/11736Copyright (c) 2023 Anatália Saraiva Martins Ramoshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessRamos, Anatália Saraiva Martinsreponame:SciELO Preprintsinstname:Scientific Electronic Library Online (SCIELO)instacron:SCI2023-05-17T14:13:45Zoai:ops.preprints.scielo.org:preprint/6105Servidor de preprintshttps://preprints.scielo.org/index.php/scieloONGhttps://preprints.scielo.org/index.php/scielo/oaiscielo.submission@scielo.orgopendoar:2023-05-17T14:13:45SciELO Preprints - Scientific Electronic Library Online (SCIELO)false
dc.title.none.fl_str_mv Generative Artificial Intelligence based on large language models - tools for use in academic research
Inteligência Artificial Generativa baseada em grandes modelos de linguagem - ferramentas de uso na pesquisa acadêmica
title Generative Artificial Intelligence based on large language models - tools for use in academic research
spellingShingle Generative Artificial Intelligence based on large language models - tools for use in academic research
Ramos, Anatália Saraiva Martins
Inteligência Artificial Generativa
Grandes modelos de linguagem
ChatGPT
Academia
Pesquisa científica
Generative Artificial Intelligence
Large language models
ChatGPT
Academia
Scientific research
title_short Generative Artificial Intelligence based on large language models - tools for use in academic research
title_full Generative Artificial Intelligence based on large language models - tools for use in academic research
title_fullStr Generative Artificial Intelligence based on large language models - tools for use in academic research
title_full_unstemmed Generative Artificial Intelligence based on large language models - tools for use in academic research
title_sort Generative Artificial Intelligence based on large language models - tools for use in academic research
author Ramos, Anatália Saraiva Martins
author_facet Ramos, Anatália Saraiva Martins
author_role author
dc.contributor.author.fl_str_mv Ramos, Anatália Saraiva Martins
dc.subject.por.fl_str_mv Inteligência Artificial Generativa
Grandes modelos de linguagem
ChatGPT
Academia
Pesquisa científica
Generative Artificial Intelligence
Large language models
ChatGPT
Academia
Scientific research
topic Inteligência Artificial Generativa
Grandes modelos de linguagem
ChatGPT
Academia
Pesquisa científica
Generative Artificial Intelligence
Large language models
ChatGPT
Academia
Scientific research
description A successful example of generative artificial intelligence (AI) based on large language models (LLMs) for the academic research universe is ChatGPT. Tools derived from its model assist a series of activities or tasks ranging from the conception of research, through literature review, analysis and even the writing of articles and publication in scientific journals. At the same time that we are faced with the enormous success of ChatGPT, for its innovative potential for academia, researchers are still trying to know, apply and understand its implications and limitations of use for academic research. This work fills the need for practical advice on the use of AI to conduct academic research, in particular to support literature review work.
publishDate 2023
dc.date.none.fl_str_mv 2023-05-24
dc.type.driver.fl_str_mv info:eu-repo/semantics/preprint
info:eu-repo/semantics/publishedVersion
format preprint
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://preprints.scielo.org/index.php/scielo/preprint/view/6105
10.1590/SciELOPreprints.6105
url https://preprints.scielo.org/index.php/scielo/preprint/view/6105
identifier_str_mv 10.1590/SciELOPreprints.6105
dc.language.iso.fl_str_mv por
language por
dc.relation.none.fl_str_mv https://preprints.scielo.org/index.php/scielo/article/view/6105/11736
dc.rights.driver.fl_str_mv Copyright (c) 2023 Anatália Saraiva Martins Ramos
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2023 Anatália Saraiva Martins Ramos
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv SciELO Preprints
SciELO Preprints
SciELO Preprints
publisher.none.fl_str_mv SciELO Preprints
SciELO Preprints
SciELO Preprints
dc.source.none.fl_str_mv reponame:SciELO Preprints
instname:Scientific Electronic Library Online (SCIELO)
instacron:SCI
instname_str Scientific Electronic Library Online (SCIELO)
instacron_str SCI
institution SCI
reponame_str SciELO Preprints
collection SciELO Preprints
repository.name.fl_str_mv SciELO Preprints - Scientific Electronic Library Online (SCIELO)
repository.mail.fl_str_mv scielo.submission@scielo.org
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