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Luigi De Angelis, Francesco Baglivo, Guglielmo Arzilli, Gaetano Pierpaolo Privitera, Paolo Ferragina, Alberto Eugenio Tozzi, Caterina Rizzo
Large Language Models (LLMs) have recently gathered attention with the release of ChatGPT, a user-centered chatbot released by OpenAI. In this perspective article, we retrace the evolution of LLMs to understand the revolution brought by ChatGPT in the artificial intelligence (AI) field. The opportunities offered by LLMs in supporting scientific research are multiple and various models have already been tested in Natural Language Processing (NLP) tasks in this domain. The impact of ChatGPT has been huge for the general public and the research community, with many authors using the chatbot to write part of their articles and some papers even listing ChatGPT as an author. Alarming ethical and practical challenges emerge from the use of LLMs, particularly in the medical field for the potential impact on public health. Infodemic is a trending topic in public health and the ability of LLMs to rapidly produce vast amounts of text could leverage misinformation spread at an unprecedented scale, this could create an "AI-driven infodemic," a novel public health threat. Policies to contrast this phenomenon need to be rapidly elaborated, the inability to accurately detect artificial-intelligence-produced text is an unresolved issue.
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Angelis, L. D., Baglivo, F., Arzilli, G., Privitera, G. P., Ferragina, P., Tozzi, A. E., & Rizzo, C. (2023). ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health. Frontiers in Public Health, 11, 1166120. https://doi.org/10.3389/fpubh.2023.1166120
Angelis, Luigi De, et al. "ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health." Frontiers in Public Health, vol. 11, 2023, pp. 1166120, https://doi.org/10.3389/fpubh.2023.1166120.
Angelis, Luigi De, Francesco Baglivo, Guglielmo Arzilli, Gaetano Pierpaolo Privitera, Paolo Ferragina, Alberto Eugenio Tozzi, and Caterina Rizzo. "ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health." Frontiers in Public Health 11 (2023): 1166120. https://doi.org/10.3389/fpubh.2023.1166120.
Angelis L. D., Baglivo F., Arzilli G. [и др.] ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health // Frontiers in Public Health. — 2023. — Vol. 11. — P. 1166120. — URL: https://doi.org/10.3389/fpubh.2023.1166120
@article{angelis2023chatgpt,
title = {{ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health}},
author = {Luigi De Angelis and Francesco Baglivo and Guglielmo Arzilli and Gaetano Pierpaolo Privitera and Paolo Ferragina and Alberto Eugenio Tozzi and Caterina Rizzo},
journal = {Frontiers in Public Health},
year = {2023},
volume = {11},
pages = {1166120},
doi = {10.3389/fpubh.2023.1166120},
url = {https://doi.org/10.3389/fpubh.2023.1166120}
}TY - JOUR AU - Angelis, Luigi De AU - Baglivo, Francesco AU - Arzilli, Guglielmo AU - Privitera, Gaetano Pierpaolo AU - Ferragina, Paolo AU - Tozzi, Alberto Eugenio AU - Rizzo, Caterina TI - ChatGPT and the rise of large language models: the new AI-driven infodemic threat in public health JO - Frontiers in Public Health VL - 11 SP - 1166120 PY - 2023 DA - 2023/04/25 DO - 10.3389/fpubh.2023.1166120 UR - https://doi.org/10.3389/fpubh.2023.1166120 ER -
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