Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

Feature attribution scores are used for explaining the prediction of a text classifier to users by highlighting a k number of tokens. In this work, we propose a way to determine th…