INSIDE: LLMs' Internal States Retain the Power of Hallucination Detection

Chao Chen, Kai Liu, Ze Chen +5

Knowledge hallucination have raised widespread concerns for the security and reliability of deployed LLMs. Previous efforts in detecting hallucinations have been employed at logit-…