Verify when Uncertain: Beyond Self-Consistency in Black Box Hallucination Detection

Yihao Xue, Kristjan Greenewald, Youssef Mroueh +1

Large Language Models (LLMs) often hallucinate, limiting their reliability in sensitive applications. In black-box settings, several self-consistency-based techniques have been pro…