https://github.com/HKUST-KnowComp/DeepGraphCNNforTexts

https://github.com/HKUST-KnowComp/DeepGraphCNNforTexts

Last synced: 10 months ago
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• Host: GitHub
• URL: https://github.com/HKUST-KnowComp/DeepGraphCNNforTexts
• Owner: HKUST-KnowComp
• Created: 2018-01-03T08:34:30.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2018-08-10T06:50:27.000Z (over 7 years ago)
• Last Synced: 2024-10-28T08:39:36.032Z (about 1 year ago)
• Language: Python
• Size: 1.82 MB
• Stars: 126
• Watchers: 9
• Forks: 41
• Open Issues: 6
• Metadata Files:
  • Readme: README.md

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README

          
# 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