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‘Fighting fire with fire’ — using LLMs to combat LLM hallucinations
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Nature 630, 569-570 (2024)
doi: https://doi.org/10.1038/d41586-024-01641-0
References
Vert, J.-P. Nature Biotechnol. 41, 750–751 (2023).
Jablonka, K. M. et al. Digit. Discov. 2, 1233–1250 (2023).
Frieder, S. et al. Mathematical capabilities of ChatGPT. In Proc. NeurIPS 36 (eds Oh, A. et al.) (NIPS, 2023).
Hicks, M. T., Humphries, J. & Slater, J. Ethics Inf. Technol. 26, 38 (2024).
Farquhar, S., Kossen, J., Kuhn, L. & Gal, Y. Nature 630, 625–630 (2024).
Firth, J. R. Studies in Linguistic Analysis (Blackwell, 1957).
Landauer, T. K. & Dumais, S. T. Psych. Rev. 104, 211–240 (1997).
Bender, E. M. & Koller, A. in Proc. 58th Ann. Meet. ACL 5185–5198 (Association for Computational Linguistics, 2020).
Mitchell, M. & Krakauer, D. C. Proc. Natl Acad. Sci. USA 120, e2215907120 (2023).
Zhang, T., Kishore, V., Wu, F., Weinberger, K. Q. & Artzi, Y. In 8th Int.Conf.Learning Represent. (ICLR, 2020); available at https://openreview.net/forum?id=SkeHuCVFDr
Wang, L. L. et al. In Proc. 61st Ann. Meet. ACL Vol. 1, 9871–9889 (Association for Computational Linguistics, 2023).
Sun, T., He, J., Qiu, X. & Huang, X. In Proc. 2022 Conf. Empirical Methods in Natural Language Processing 3726–3739 (Association for Computational Linguistics, 2022).
Koike, R., Kaneko, M. & Okazaki, N. Proc. AAAI Conf. Artificial Intell. 38, 21258–21266 (AAAI, 2024).
Li, Y. et al. Preprint at arXiv https://doi.org/10.48550/arXiv.2405.12689 (2024).
Taloni, A., Scorcia, V. & Giannaccare, G. Eye 38, 397–400 (2024).
Zhang, Y. et al. Detection vs. Anti-detection: Is Text Generated by AI Detectable? In Wisdom, Well-Being, Win-Win (eds Sserwanga, I. et al.) Lecture Notes in Computer Science Vol. 14596 (Springer, 2024).
Competing Interests
K.V. has received speaker fees and travel reimbursement for presentations on Artificial Intelligence, Natural Language Processing/LLMs, and AI in Health care; research funding from the Australian Research Council, the Australian National Health and Medical Research Council, and the Medical Research Futures Fund, and has research partnerships with Elsevier BV. K.V. is co-founder and Victoria Node Lead of the Australian Alliance for Artificial Intelligence in Healthcare; and a member of the Standards Australia Committee, IT-014-21, AI in Healthcare.