GCN-Align

Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.

A better implementation can be seen at HIN-Align.

Initial datasets are from JAPE.

Environment

python>=3.5
tensorflow>=1.10.1
scipy>=1.1.0
networkx>=2.2

Running

python train.py --lang zh_en

Citation

Please politely cite our work as follows:

Zhichun Wang, Qingsong Lv, Xiaohan Lan, Yu Zhang. Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks. In: EMNLP 2018.