Building Interpretable Interaction Trees for Deep NLP Models

Die Zhang, Huilin Zhou, Hao Zhang +6

This paper proposes a method to disentangle and quantify interactions among words that are encoded inside a DNN for natural language processing. We construct a tree to encode salie…