Towards Hierarchical Importance Attribution: Explaining Compositional Semantics for Neural Sequence Models

Xisen Jin, Zhongyu Wei, Junyi Du +2

The impressive performance of neural networks on natural language processing tasks attributes to their ability to model complicated word and phrase compositions. To explain how the…