brynn-pl / uccr

User-Centric Conversational Recommendation with Multi-Aspect User Modeling (UCCR)

UCCR

This is our implementation of the paper in SIGIR2022:

User-Centric Conversational Recommendation with Multi-Aspect User Modeling

Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang and Qing He

Proceedings of the 45nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022)

Preprint: https://arxiv.org/abs/2204.09263

Run

Please run the code via:

python run_crslab.py --config config/crs/uccr/tgredial.yaml --save_system -g 5 -m uccr_results

The code is based on CRSLab. Thanks a lot for CRSLab!

Citation

@inproceedings{li2022user,
    title = "User-Centric Conversational Recommendation with Multi-Aspect User Modeling",
    author = "Li, Shuokai and
      Xie, Ruobing and
      Zhu, Yongchun  and
      Ao, Xiang and
      Zhuang, Fuzhen and
      He, Qing",
    booktitle = "Proceedings of the 45nd International ACM SIGIR Conference on Research and Development in Information Retrieval",
    month = July,
    year = "2022",
    publisher = "Association for Computing Machinery"
}