Skip to content

cyhong549/DeepGraphCNNforTexts

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

20 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Python 89.3%
  • Java 8.8%
  • C++ 1.9%