text_gcn.pytorch

This project implements "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019." in PyTorch.

This implementation highly based on official code yao8839836/text_gcn.

Require

• Python 3.6
• PyTorch 1.0

Running training and evaluation

1. cd ./preprocess
2. Run python remove_words.py <dataset>
3. Run python build_graph.py <dataset>
4. cd ..
5. Run python train.py <dataset>
6. Replace <dataset> with 20ng, R8, R52, ohsumed or mr

Visualization

R8