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Pre-training Tasks for User Intent Detection and Embedding Retrieval in E-commerce Search


Aug 22, 2022
Yiming Qiu, Chenyu Zhao, Han Zhang, Jingwei Zhuo, Tianhao Li, Xiaowei Zhang, Songlin Wang, Sulong Xu, Bo Long, Wen-Yun Yang

* 5 pages, 3 figures; accepted by CIKM2022 

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Sequential Search with Off-Policy Reinforcement Learning


Feb 01, 2022
Dadong Miao, Yanan Wang, Guoyu Tang, Lin Liu, Sulong Xu, Bo Long, Yun Xiao, Lingfei Wu, Yunjiang Jiang

* 10 pages, 7 figures, CIKM 2021 

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SearchGCN: Powering Embedding Retrieval by Graph Convolution Networks for E-Commerce Search


Jul 01, 2021
Xinlin Xia, Shang Wang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 2 pages, 1 figure; accepted by SIGIR2021 industry track 

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Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index


May 28, 2021
Han Zhang, Hongwei Shen, Yiming Qiu, Yunjiang Jiang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang

* 4 pages, 4 figures; accepted by SIGIR2021 

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Query Rewriting via Cycle-Consistent Translation for E-Commerce Search


Mar 01, 2021
Yiming Qiu, Kang Zhang, Han Zhang, Songlin Wang, Sulong Xu, Yun Xiao, Bo Long, Wen-Yun Yang


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Heterogeneous Network Embedding for Deep Semantic Relevance Match in E-commerce Search


Jan 13, 2021
Ziyang Liu, Zhaomeng Cheng, Yunjiang Jiang, Yue Shang, Wei Xiong, Sulong Xu, Bo Long, Di Jin


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BERT2DNN: BERT Distillation with Massive Unlabeled Data for Online E-Commerce Search


Oct 20, 2020
Yunjiang Jiang, Yue Shang, Ziyang Liu, Hongwei Shen, Yun Xiao, Wei Xiong, Sulong Xu, Weipeng Yan, Di Jin

* 10 pages, 7 figures, to appear in ICDM 2020 

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Kalman Filtering Attention for User Behavior Modeling in CTR Prediction


Oct 20, 2020
Hu Liu, Jing Lu, Xiwei Zhao, Sulong Xu, Hao Peng, Yutong Liu, Zehua Zhang, Jian Li, Junsheng Jin, Yongjun Bao, Weipeng Yan


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