HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

Junyi Li, Xiaoxue Cheng, Wayne Xin Zhao +2

Large language models (LLMs), such as ChatGPT, are prone to generate hallucinations, i.e., content that conflicts with the source or cannot be verified by the factual knowledge. To…