Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking

Michael Sejr Schlichtkrull, Nicola De Cao, Ivan Titov

Abstract: Graph neural networks (GNNs) have become a popular approach to integrating structural inductive biases into NLP models. However, there has been little work on interpreting them, and specifically on...