Principled Detection of Hallucinations in Large Language Models via Multiple Testing

Jiawei Li, Akshayaa Magesh, Venugopal V. Veeravalli. Principled Detection of Hallucinations in Large Language Models via Multiple Testing. In Maria Liakata, Viviane P. Moreira, Jiajun Zhang 0001, David Jurgens, editors, Findings of the Association for Computational Linguistics, ACL 2026, San Diego, California, United States, July 2-7, 2026. pages 34132-34145, Association for Computational Linguistics, 2026. [doi]

Abstract

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