/on2vec

Code and dataset of On2Vec.

Primary LanguagePython

Embedding-based Relation Prediction for Ontology Population

This repository includes the code of On2Vec. Two versions of implementation are provided: under yago/ is the regular on2vec scripts (CSM+HM), and under yago_wohm without HM.

Reference

Please refer to our paper. Muhao Chen, Yingtao Tian, Xuelu Chen, Z. Xue, Carlo Zaniolo. On2Vec: Embedding-based Relation Prediction for Ontology Population. In Proceedings of the 17th SIAM International Conference on Data Mining (SDM), SIAM 2018.

https://epubs.siam.org/doi/abs/10.1137/1.9781611975321.36

@inproceedings{chen2018on2vec,
  title={On2Vec: Embedding-based Relation Prediction for Ontology Population},
  author={Chen, Muhao and Tian, Yingtao and Chen, Xuelu and Xue, Zijun and Zaniolo, Carlo},
  booktitle={Proceedings of the 2018 SIAM International Conference on Data Mining},
  pages={315--323},
  year={2018},
  organization={SIAM}
}