Direct Preference Optimization for Adaptive Concept-based Explanations

Jacopo Teneggi, Zhenzhen Wang, Paul H. Yi +2

Concept-based explanation methods aim at making machine learning models more transparent by finding the most important semantic features of an input (e.g., colors, patterns, shapes…