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Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study.

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第一作者： Alysson,Guimarães

第一单位： Postgraduate Program in Computer Science (PROCC), Federal University of Sergipe, São Cristóvão, Brazil.

作者： Alysson,Guimarães ^[1] ; Methanias,Colaço Junior ^[2] ; Samuel Santana,De Almeida ^[1] ; Gabriely,Garcia Ferreira de Araújo ^[3] ; Raphael Silva,Fontes ^[4] ; Helder,Prado ^[5] ; Luca Pareja,Credidio Freire Alves ^[3] ; Natan,Matos ^[1] ; Ricardo Alexsandro,de Medeiros Valentim ^[6] ; João Paulo Queiroz,Dos Santos ^[4]

作者单位： Postgraduate Program in Computer Science (PROCC), Federal University of Sergipe, São Cristóvão, Brazil. ^[1] Postgraduate Program in Computer Science (PROCC), Federal University of Sergipe, São Cristóvão, Brazil.;Laboratory for Technological Innovation in Health (LAIS), Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil. ^[2] Department of Science and Technology, Federal University of Rio Grande do Norte, Natal, Brazil. ^[3] Center for Innovation and Advanced Technology (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Brazil. ^[4] Postgraduate Program in Computer Science (PROCC), Federal University of Sergipe, São Cristóvão, Brazil.;Center for Innovation and Advanced Technology (NAVI), Federal Institute of Rio Grande do Norte (IFRN), Natal, Brazil. ^[5] Laboratory for Technological Innovation in Health (LAIS), Onofre Lopes University Hospital, Federal University of Rio Grande do Norte (UFRN), Natal, Brazil. ^[6]

关键词 abstractive generic summarization automatic text summarization extractive generic summarization small language models text summarization

DOI 10.3389/frai.2026.1708993

PMID 41728270

发布时间 2026-02-23

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Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study.

Frontiers in artificial intelligence

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Small language models applied in text summarization task of health-related news to improve public health audit: an experimental case study.

Frontiers in artificial intelligence

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