Also Small Models Can Reasonably Self-Evaluate Their Confidence

Idil Kapikiran, Thomas Decker, Thomas Runkler

This study systematically evaluates self-evaluation-based uncertainty quantification across different language models of varying sizes on question-answering tasks spanning general…