Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation

Yuxin Liang, Zhuoyang Song, Hao Wang +1

We evaluate the ability of Large Language Models (LLMs) to discern and express their internal knowledge state, a key factor in countering factual hallucination and ensuring reliabl…