Explaining is Harder Than Predicting Alone: Evaluating Concept-based Explanations of MLLMs as ICL Visual Classifiers. - Carmen Quiles-Ramírez; Leticia L. Rodríguez; Nicolas Martorell; Natalia Díaz Rodríguez (CoRR, 2026)