DCRN: Deep Cognitive Reasoning Network

This is the code of paper Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs. Jianyu Cai, Zhanqiu Zhang, Feng Wu, Jie Wang. Findings of ACL 2021. ACL Website

Dependencies

• Python 3.6+
• PyTorch 1.0+

Running the code

1. Unzip datasets.zip.
2. Run training scripts. Please refer to run.sh.

Citation

We refer to the code of GraftNet. Thanks to their contributions.

Citation

If you find this code useful, please consider citing the following paper.

@inproceedings{zhang2020learning,
  title={Deep Cognitive Reasoning Network for Multi-hop Question Answering over Knowledge Graphs},
  author={Cai, Jianyu and Zhang, Zhanqiu and Wu, Feng and Wang, Jie},
  booktitle={Findings of ACL 2021},
  year={2021}
}