explainability

Studying How to Efficiently and Effectively Guide Models with Explanations

Towards Better Understanding Attribution Methods

We propose three novel evaluation schemes to better understand the faithfulness and differences between attribution methods, and use them to study strengths and shortcomings of some widely used attribution methods.