Idil Kapikiran

Also Small Models Can Reasonably Self-Evaluate Their Confidence

This study systematically evaluates self-evaluation-based uncertainty quantification across different language models of varying sizes on question-answering tasks spanning general to specialized knowledge domains. Using various self-evaluation methods where models judge their own predictions, we examine how model scale...