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



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



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


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BiTe-GCN: A New GCN Architecture via BidirectionalConvolution of Topology and Features on Text-Rich Networks



Di Jin , Xiangchen Song , Zhizhi Yu , Ziyang Liu , Heling Zhang , Zhaomeng Cheng , Jiawei Han

* To appear in WSDM 2021 

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