ml:graph_nn
Table of Contents
Graph Neural Networks
Overviews
Best overview: Wu et al 2021 - Graph Neural Networks for Natural Language Processing: A Survey
- General surveys (not just NLP):
- NLP Surveys:
- Nice overview in related work here: Lin 2021
Papers
See also Graph4NLP Bibliography.
- Graph Convolution Networks (GCN)
- Gating GCN
- Graph Attention Networks
- Graph2Seq
- Applications
- See also Knowledge-Enhanced Methods.
- Graph Language Models
Software
- Graph4NLP (uses DGL as the runtime library)
- PyTorch Geometric (not as actively maintained as DGL)
Tutorials
People
Related Pages
ml/graph_nn.txt · Last modified: 2025/04/19 00:20 by jmflanig