HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection

Min-Hsuan Yeh, Max Kamachee, Seongheon Park +1

To mitigate the impact of hallucination nature of LLMs, many studies propose detecting hallucinated generation through uncertainty estimation. However, these approaches predominant…