Interpreting Hierarchical Linguistic Interactions in DNNs

29 Jun 2020Die ZhangHuilin ZhouXiaoyi BaoDa HuoRuizhao ChenXu ChengHao ZhangMengyue WuQuanshi Zhang

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 salient interactions extracted by the DNN... (read more)

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