Neural Article Pair Modeling for Wikipedia Sub-article Matching

This repository is used for the resources of the following paper.

Muhao Chen, Changping Meng, Gang Huang, Carlo Zaniolo. Neural Article Pair Modeling for Wikipedia Sub-article Matching. In ECML-PKDD, 2018.

@inproceedings{chen2018subarticle,
  title={Neural Article Pair Modeling for Wikipedia Sub-article Matching},
  author={Chen, Muhao and Meng, Changping and Huang, Gang and Xue, Zijun and Zaniolo, Carlo},
  booktitle={ECML-PKDD},
  year={2018},
  organization={Springer}
}

Dataset

A simplified version of the dataset is available at this link. This large dataset contains over 190k pairs of wikipedia articles and a portion of features described in our paper. If you decide to use such resources, you have to agree and comply with the attached license.

Code

Make sure you have following required packages installed:

Python 2.7
Tensorflow >= 1.2.1
Keras that supports corresponding Tensorflow version

To run the cross-validation code, you also need to download these accompanying files from this link.