VGCN-BERT: 使用图嵌入增强BERT进行文本分类

Apr, 2020

VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification

Zhibin Lu, Pan Du, Jian-Yun Nie

TL;DR本文提出了VGCN-BERT模型，结合BERT和Vocabulary Graph Convolutional Networks(VGCN)的能力进行文本分类，实验证明其在多个文本分类数据集上性能优于单独使用BERT和GCN，并且比以前的研究效果更好。

Abstract

Much progress has been made recently on text classification with methods based on neural networks. In particular, models using attention mechanis