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

arXiv:2610.32665v1 Announce Type: new Abstract: 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 tokens deemed most relevant for r