Do Language Models Trust Their Own Justifications? A Study on Functional Consistency

Alisson Rosa Pereira, Bruno Iochins Grisci

Large Language Models (LLMs) have been widely adopted in text classification tasks, where they not only output class predictions but also generate explanations that highlight the t…