How Do Uncertainty Estimators Align with Hallucination Occurrence in LLMs?

Yedidia Agnimo, Anna Korba, Annabelle Blangero +2

Large language models (LLMs) can hallucinate, but do model uncertainty estimators reliably reveal when they do? Although uncertainty estimators are increasingly used to identify un…