Abstract: Multi-hop Reading Comprehension (RC) is a challenging task that requires models to integrate dispersed information and perform multi-step reasoning. In recent years, graph-based methods have ...

Abstract: Graph convolutional neural network (GCN) extends deep learning to process graph data and demonstrates superior performance. However, due to the irregularity, graphs show inconsistent ...