Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting with their Explanations

Wolfgang Stammer, Patrick Schramowski, Kristian Kersting

Most explanation methods in deep learning map importance estimates for a model's prediction back to the original input space. These "visual" explanations are often insufficient, as…