Learned Hallucination Detection in Black-Box LLMs using Token-level Entropy Production Rate

Charles Moslonka, Hicham Randrianarivo, Arthur Garnier +1

Hallucinations in Large Language Model (LLM) outputs for Question Answering (QA) tasks can critically undermine their real-world reliability. This paper introduces a methodology fo…