Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias

Jesse Vig, Sebastian Gehrmann, Yonatan Belinkov +6

Common methods for interpreting neural models in natural language processing typically examine either their structure or their behavior, but not both. We propose a methodology grou…