Digging Deeper: Learning Multi-Level Concept Hierarchies

Oscar Hill, Mateo Espinosa Zarlenga, Mateja Jamnik

Although concept-based models promise interpretability by explaining predictions with human-understandable concepts, they typically rely on exhaustive annotations and treat concept…