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DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization

Dec 15, 2021
Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long

* SIGIR 2021: Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2021, Pages 2146-2150 

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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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A unified Neural Network Approach to E-CommerceRelevance Learning

Apr 26, 2021
Yunjiang Jiang, Yue Shang, Rui Li, Wen-Yun Yang, Guoyu Tang, Chaoyi Ma, Yun Xiao, Eric Zhao

* DLP-KDD 2019 
* 6 pages 

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From Semantic Retrieval to Pairwise Ranking: Applying Deep Learning in E-commerce Search

Mar 24, 2021
Rui Li, Yunjiang Jiang, Wenyun Yang, Guoyu Tang, Songlin Wang, Chaoyi Ma, Wei He, Xi Xiong, Yun Xiao, Eric Yihong Zhao

* Accepted in SIGIR 2019 

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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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Fine-tune BERT for E-commerce Non-Default Search Ranking

Aug 21, 2020
Yunjiang Jiang, Yue Shang, Hongwei Shen, Wen-Yun Yang, Yun Xiao

* 4 pages, SIGIR 2019 eCommerce Data Challenge report paper 

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