GNN Survey

This survey cover serveral topics related to GNN: include graph-based algorithms for NLP, graph neural network, graph construction, graph representation learning, graph-based encoder-decoder models, and the application of GNN in NLP.

Here is the overview of this survey

Graph-based Algorithm for NLP

Graph Neural Networks

Graph Construction

Graph Representation Learning

Graph-based Encoder-decoder Models

Application of GNNs

参考 (References)

1. Graph Neural Networks for Natural Language Processing: A Survey, 2021