Constrained Paraphrase Consistency for LLM Hallucination Detection

Shanshan Lin, Dongsheng Hong, Sibo Ju +3

Large language models (LLMs) can generate factually inconsistent claims, motivating accurate and scalable hallucination detectors. Prior work largely enlarges training sets via syn…