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Abstract
Artificial intelligence (AI), defined as the ability of machines to simulate the cognitive processes that are inherent to the human species, has, in little more than two years, become a disruptive force in multiple knowledge management sectors and especially in scientific publishing1. Natural language processing, a core skill of generative AI that has developed exponentially in less than a decade since the description of the transformer architecture2, allows machines to understand, interpret, and generate human-like text in a fluent and plausible way3. This facilitates the automated writing of documents, the synthesis of previous studies, and the production of new content. This profoundly affects how information is produced, shared, accessed, and evaluated. Generative AI applications will increase the efficiency and accessibility of research, but they also raise ethical and security challenges that require careful consideration.
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References
- Kurian N, James D, Varghese V, Cherian JM, Varghese KG. Artificial intelligence in scientific publications. JADA. 2023;154:1041-3. DOI: https://doi.org/10.1016/j.adaj.2023.03.015
- Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser Ł, Polosukhin I. Attention is all you need. In: Proceedings of the 31st Conference on Neural Information Processing Systems (NIPS 2017); 2017; Long Beach, CA, USA.
- Marquez BY, Alanis A, Magdaleno-Palencia JS, Quezada A. Artificial Neural Networks Applied to Natural Language Processing in Academic Texts. In: Guarda T, Portela F, Augusto MF, editors. Advanced Research in Technologies, Information, Innovation and Sustainability. ARTIIS 2022. Communications in Computer and Information Science, vol 1675. Cham: Springer; 2022. DOI: https://doi.org/10.1007/978-3-031-20319-0_40
- Ji Y, Bosselut A, Wolf T, Celikyilmaz A. The Amazing World of Neural Language Generation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, pages 37-42, Online. Association for Computational Linguistics; 2020. [consultado 6 Ago 2024]. Disponible en: https://doi.org/10.18653/V1/2020.EMNLP-TUTORIALS.7
- Sabzalieva E, Valentini A. ChatGPT e inteligencia artificial en la educación superior: Guía de inicio rápido. Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura (UNESCO); 2023. [consultado 6 Ago 2024]. Disponible en: https://unesdoc.unesco.org/ark:/48223/pf0000385146_spa
- Salvagno M, Taccone FS, Gerli AG. Can artificial intelligence help for scientific writing?. Crit Care. 2023;27(75). DOI: https://doi.org/10.1186/s13054-023-04380-2
- Vishniac ET. Editorial: On the Use of Chatbots in Writing Scientific Manuscripts. BASS. 2023;55. DOI: https://doi.org/10.3847/25c2cfeb.c3619710
- Thondebhavi Subbaramaiah M, Shanthanna H. ChatGPT in the field of scientific publication – Are we ready for it?. Indian Journal of Anaesthesia. 2023;67:407-8. DOI: https://doi.org/10.4103/ija.ija_294_23
- Gilat R, Cole BJ. How Will Artificial Intelligence Affect Scientific Writing, Reviewing and Editing? The Future is Here. Arthroscopy. 2023;39:1119-20. DOI: https://doi.org/10.1016/j.arthro.2023.01.014
- Gu J, Wang X, Li C, Zhao J, Fu W, Liang G, Qiu J. AI-enabled image fraud in scientific publications. Patterns. 2022;3:1-4. DOI: https://doi.org/10.1016/j.patter.2022.100511
- Elali F, Rachid LN. AI-generated research paper fabrication and plagiarism in the scientific community. Patterns. 2023;4:1-4. DOI: https://doi.org/10.1016/j.patter.2023.100706
- Benrimoh D, Israel S, Perlman K, Fratila R, Krause M. Meticulous Transparency-An Evaluation Process for an Agile AI Regulatory Scheme. In: Mouhoub M, Sadaoui S, Ait Mohamed O, Ali M, editors. Recent Trends and Future Technology in Applied Intelligence. IEA/AIE 2018. Lecture Notes in Computer Science, vol 10868. Cham: Springer; 2018. DOI: https://doi.org/10.1007/978-3-319-92058-0_83
References
Kurian N, James D, Varghese V, Cherian JM, Varghese KG. Artificial intelligence in scientific publications. JADA. 2023;154:1041-3. DOI: https://doi.org/10.1016/j.adaj.2023.03.015
Vaswani A, Shazeer N, Parmar N, Uszkoreit J, Jones L, Gomez AN, Kaiser Ł, Polosukhin I. Attention is all you need. In: Proceedings of the 31st Conference on Neural Information Processing Systems (NIPS 2017); 2017; Long Beach, CA, USA.
Marquez BY, Alanis A, Magdaleno-Palencia JS, Quezada A. Artificial Neural Networks Applied to Natural Language Processing in Academic Texts. In: Guarda T, Portela F, Augusto MF, editors. Advanced Research in Technologies, Information, Innovation and Sustainability. ARTIIS 2022. Communications in Computer and Information Science, vol 1675. Cham: Springer; 2022. DOI: https://doi.org/10.1007/978-3-031-20319-0_40
Ji Y, Bosselut A, Wolf T, Celikyilmaz A. The Amazing World of Neural Language Generation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts, pages 37-42, Online. Association for Computational Linguistics; 2020. [consultado 6 Ago 2024]. Disponible en: https://doi.org/10.18653/V1/2020.EMNLP-TUTORIALS.7
Sabzalieva E, Valentini A. ChatGPT e inteligencia artificial en la educación superior: Guía de inicio rápido. Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura (UNESCO); 2023. [consultado 6 Ago 2024]. Disponible en: https://unesdoc.unesco.org/ark:/48223/pf0000385146_spa
Salvagno M, Taccone FS, Gerli AG. Can artificial intelligence help for scientific writing?. Crit Care. 2023;27(75). DOI: https://doi.org/10.1186/s13054-023-04380-2
Vishniac ET. Editorial: On the Use of Chatbots in Writing Scientific Manuscripts. BASS. 2023;55. DOI: https://doi.org/10.3847/25c2cfeb.c3619710
Thondebhavi Subbaramaiah M, Shanthanna H. ChatGPT in the field of scientific publication – Are we ready for it?. Indian Journal of Anaesthesia. 2023;67:407-8. DOI: https://doi.org/10.4103/ija.ija_294_23
Gilat R, Cole BJ. How Will Artificial Intelligence Affect Scientific Writing, Reviewing and Editing? The Future is Here. Arthroscopy. 2023;39:1119-20. DOI: https://doi.org/10.1016/j.arthro.2023.01.014
Gu J, Wang X, Li C, Zhao J, Fu W, Liang G, Qiu J. AI-enabled image fraud in scientific publications. Patterns. 2022;3:1-4. DOI: https://doi.org/10.1016/j.patter.2022.100511
Elali F, Rachid LN. AI-generated research paper fabrication and plagiarism in the scientific community. Patterns. 2023;4:1-4. DOI: https://doi.org/10.1016/j.patter.2023.100706
Benrimoh D, Israel S, Perlman K, Fratila R, Krause M. Meticulous Transparency-An Evaluation Process for an Agile AI Regulatory Scheme. In: Mouhoub M, Sadaoui S, Ait Mohamed O, Ali M, editors. Recent Trends and Future Technology in Applied Intelligence. IEA/AIE 2018. Lecture Notes in Computer Science, vol 10868. Cham: Springer; 2018. DOI: https://doi.org/10.1007/978-3-319-92058-0_83