HKUST-KnowComp / DeepGraphCNNforTexts

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Deepgraphcnn

The code for our WWW2018 paper "Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN"

Readers are welcomed to fork this repository to reproduce the experiments and follow our work. Just remmeber to cite our paper

@inproceedings{peng2018deepgraphcnn,
title={Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN},
author={Peng, Hao and Li, Jianxin and He, Yu and Liu, Yaopeng and Bao, Mengjiao and Song, Yangqiu and Yang, Qiang},
booktitle={WWW},
year={2018}
}

Requirements

  • Python 3
  • Tensorflow > 0.8
  • Numpy

Train: graphcnn_train.py

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