Fixing confirmation bias in feature attribution methods via semantic match

Giovanni Cinà, Daniel Fernandez-Llaneza, Ludovico Deponte +6

Feature attribution methods have become a staple method to disentangle the complex behavior of black box models. Despite their success, some scholars have argued that such methods…