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A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond



Yisheng Xiao , Lijun Wu , Junliang Guo , Juntao Li , Min Zhang , Tao Qin , Tie-yan Liu

* 25 pages, 11 figures, 4 tables 

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Image-text Retrieval: A Survey on Recent Research and Development



Min Cao , Shiping Li , Juntao Li , Liqiang Nie , Min Zhang

* 8 pages, 5 figures 

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C$^2$-Rec: An Effective Consistency Constraint for Sequential Recommendation



Chong Liu , Xiaoyang Liu , Rongqin Zheng , Lixin Zhang , Xiaobo Liang , Juntao Li , Lijun Wu , Min Zhang , Leyu Lin


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Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning



Chongyang Tao , Jiazhan Feng , Chang Liu , Juntao Li , Xiubo Geng , Daxin Jiang

* 9 pages, 4 figures 

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R-Drop: Regularized Dropout for Neural Networks



Xiaobo Liang , Lijun Wu , Juntao Li , Yue Wang , Qi Meng , Tao Qin , Wei Chen , Min Zhang , Tie-Yan Liu


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Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots



Juntao Li , Chang Liu , Chongyang Tao , Zhangming Chan , Dongyan Zhao , Min Zhang , Rui Yan

* Accepted by ACM Transactions on Information Systems, 25 pages, 2 figures, 9 tables 

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How does Truth Evolve into Fake News? An Empirical Study of Fake News Evolution



Mingfei Guo , Xiuying Chen , Juntao Li , Dongyan Zhao , Rui Yan

* The Web Conference 2021, Workshop on News Recommendation and Intelligence 
* 5 pages, 2 figures 

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Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model



Juntao Li , Ruidan He , Hai Ye , Hwee Tou Ng , Lidong Bing , Rui Yan

* IJCAI-PRICAI2020 

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Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training



Hai Ye , Qingyu Tan , Ruidan He , Juntao Li , Hwee Tou Ng , Lidong Bing

* To appear at EMNLP 2020. 14 pages 

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Feature Adaptation of Pre-Trained Language Models across Languages and Domains for Text Classification



Hai Ye , Qingyu Tan , Ruidan He , Juntao Li , Hwee Tou Ng , Lidong Bing

* To appear EMNLP 2020. 15 pages 

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