Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs

Jannik Kossen, Jiatong Han, Muhammed Razzak +3

We propose semantic entropy probes (SEPs), a cheap and reliable method for uncertainty quantification in Large Language Models (LLMs). Hallucinations, which are plausible-sounding…