CafGa: Customizing Feature Attributions to Explain Language Models

Alan Boyle, Furui Cheng, Vilém Zouhar +1

Feature attribution methods, such as SHAP and LIME, explain machine learning model predictions by quantifying the influence of each input component. When applying feature attributi…