Generative Artificial Intelligence based on large language models - tools for use in academic research
Autor(a) principal: | |
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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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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) |
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SCI |
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SCI |
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SciELO Preprints |
collection |
SciELO Preprints |
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SciELO Preprints - Scientific Electronic Library Online (SCIELO) |
repository.mail.fl_str_mv |
scielo.submission@scielo.org |
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1797047811739484160 |