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uccr's Introduction

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"
}

uccr's People

Contributors

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uccr's Issues

Questions about the dataset Redial

老哥,在你论文中提到用了TG-Redial和Redial两个数据集,但在开源代码里似乎只有TG-Redial。我修改了yaml文件,数据集使用Redial并设置nltk为tokenize,但会报错,好像是crslab下载的nltk里数据集不对。同时,我发现在你的data\dataset\pkuseg文件夹下还有user2history.jsonuser2profile.json。不知道对于Redial数据集你这边是如何处理的,希望能提供下相关文件。

结果不理想

为什么复现出来的结果不太理想,是默认参数和论文实验参数有太大的出入吗,恳请帮助

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