InternalInspector $I^2$: Robust Confidence Estimation in LLMs through Internal States

Mohammad Beigi, Ying Shen, Runing Yang +7

Despite their vast capabilities, Large Language Models (LLMs) often struggle with generating reliable outputs, frequently producing high-confidence inaccuracies known as hallucinat…