DICE

This is the official implementation of our WWW'21 paper:

Yu Zheng, Chen Gao, Xiang Li, Xiangnan He, Depeng Jin, Yong Li, Disentangling User Interest and Conformity for Recommendation with Causal Embedding, In Proceedings of the Web Conference 2021.

First unzip the datasets and start the visdom server:

visdom -port 33336

Then simply run the following command to reproduce the experiments on corresponding dataset and model:

python app.py --flagfile ./config/xxx.cfg

If you use our codes and datasets in your research, please cite:

@inproceedings{zheng2021disentangling,
  title={Disentangling User Interest and Conformity for Recommendation with Causal Embedding},
  author={Zheng, Yu and Gao, Chen and Li, Xiang and He, Xiangnan and Li, Yong and Jin, Depeng},
  booktitle={Proceedings of the Web Conference 2021},
  pages={2980--2991},
  year={2021}
}