JDsearch: A Personalized Product Search Dataset with Real Queries and Full Interactions

Author:

Liu Jiongnan1ORCID,Dou Zhicheng2ORCID,Tang Guoyu3ORCID,Xu Sulong3ORCID

Affiliation:

1. Renmin University of China, Beijing, China

2. Engineering Research Center of Next-Generation Intelligent Search and Recommendation, MOE, Beijing, China

3. JD.com, Inc., Beijing, China

Funder

National Natural Science Foundation of China

Beijing Outstanding Young Scientist Program

Publisher

ACM

Reference17 articles.

1. Qingyao Ai , Daniel N. Hill , S. V. N. Vishwanathan , and W. Bruce Croft . 2019. A Zero Attention Model for Personalized Product Search . In Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019 , Beijing, China , November 3-7, 2019 , Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, and Jeffrey Xu Yu (Eds.). ACM, 379--388. https://doi.org/10.1145/3357384.3357980 10.1145/3357384.3357980 Qingyao Ai, Daniel N. Hill, S. V. N. Vishwanathan, and W. Bruce Croft. 2019. A Zero Attention Model for Personalized Product Search. In Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019, Wenwu Zhu, Dacheng Tao, Xueqi Cheng, Peng Cui, Elke A. Rundensteiner, David Carmel, Qi He, and Jeffrey Xu Yu (Eds.). ACM, 379--388. https://doi.org/10.1145/3357384.3357980

2. Qingyao Ai and Lakshmi Narayanan Ramasamy . 2021 . Model-agnostic vs . Model-intrinsic Interpretability for Explainable Product Search. In CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event , Queensland, Australia, November 1 - 5 , 2021, Gianluca Demartini, Guido Zuccon, J. Shane Culpepper, Zi Huang, and Hanghang Tong (Eds.). ACM, 5 - 15 . Qingyao Ai and Lakshmi Narayanan Ramasamy. 2021. Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search. In CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021, Gianluca Demartini, Guido Zuccon, J. Shane Culpepper, Zi Huang, and Hanghang Tong (Eds.). ACM, 5-15.

3. Learning a Hierarchical Embedding Model for Personalized Product Search

4. Explainable Product Search with a Dynamic Relation Embedding Model

5. Keping Bi , Qingyao Ai , and W. Bruce Croft . 2020. A Transformer-based Embedding Model for Personalized Product Search . In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020 , Virtual Event, China , July 25-30, 2020 , Jimmy Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, and Yiqun Liu (Eds.). ACM, 1521--1524. https://doi.org/10.1145/3397271.3401192 10.1145/3397271.3401192 Keping Bi, Qingyao Ai, and W. Bruce Croft. 2020. A Transformer-based Embedding Model for Personalized Product Search. In Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020, Jimmy Huang, Yi Chang, Xueqi Cheng, Jaap Kamps, Vanessa Murdock, Ji-Rong Wen, and Yiqun Liu (Eds.). ACM, 1521--1524. https://doi.org/10.1145/3397271.3401192

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