Graph-Bert: state-of-the-art

A list of the latest research papers on graph-bert

(welcome to update the list if you observe other published papers on Graph-Bert)

2020

1. Graph-Bert: Only Attention is Needed for Learning Graph Representations

Release Date: January 2020
Paper URL: https://arxiv.org/abs/2001.05140
Code URL: https://github.com/jwzhanggy/Graph-Bert

2. Segmented Graph-Bert for Graph Instance Modeling

Release Date: Feburary 2020
Paper URL: https://arxiv.org/abs/2002.03283
Code URL: https://github.com/jwzhanggy/SEG-BERT

3. Graph Neural Distance Metric Learning with Graph-Bert

Release Date: Feburary 2020
Paper URL: https://arxiv.org/abs/2002.03427
Code URL: https://github.com/jwzhanggy/SEG-BERT

4. G5: A Universal Graph-Bert for Graph-to-Graph Transfer and Apocalypse Learning

Release Date: June 2020
Paper URL: https://arxiv.org/abs/2006.06183

5. Text Graph Transformer for Document Classification

Accepted by EMNLP'20
Release Date: September 2020
Paper URL: https://www.aclweb.org/anthology/2020.emnlp-main.668/