Uncovering Model Processing Strategies with Non-Negative Per-Example Fisher Factorization

Michael Matena, Colin Raffel

We introduce NPEFF (Non-Negative Per-Example Fisher Factorization), an interpretability method that aims to uncover strategies used by a model to generate its predictions. NPEFF de…