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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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RL4RS: A Real-World Benchmark for Reinforcement Learning based Recommender System

Oct 18, 2021
Kai Wang, Zhene Zou, Qilin Deng, Yue Shang, Minghao Zhao, Runze Wu, Xudong Shen, Tangjie Lyu, Changjie Fan

* First version 

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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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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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Unifying Topic, Sentiment & Preference in an HDP-Based Rating Regression Model for Online Reviews

Dec 19, 2018
Zheng Chen, Yong Zhang, Yue Shang, Xiaohua Hu

* Asian Conference on Machine Learning. 2016 

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