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Text is NOT Enough: Integrating Visual Impressions into Open-domain Dialogue Generation


Sep 18, 2021
Lei Shen, Haolan Zhan, Xin Shen, Yonghao Song, Xiaofang Zhao

* Accepted by ACM MultiMedia 2021 

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Constructing Emotion Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation


Sep 18, 2021
Lei Shen, Jinchao Zhang, Jiao Ou, Xiaofang Zhao, Jie Zhou

* Accepted by EMNLP 2021 Findings 

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Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization


Sep 14, 2021
Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu

* Accepted by CIKM 2021 

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GTM: A Generative Triple-Wise Model for Conversational Question Generation


Jun 07, 2021
Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou

* To appear at ACL 2021 main conference (long paper) 

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Probing Product Description Generation via Posterior Distillation


Mar 02, 2021
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Yanyan Lan


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Learning to Select Context in a Hierarchical and Global Perspective for Open-domain Dialogue Generation


Feb 18, 2021
Lei Shen, Haolan Zhan, Xin Shen, Yang Feng

* Accepted by ICASSP 2021 

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User-Inspired Posterior Network for Recommendation Reason Generation


Feb 16, 2021
Haolan Zhan, Hainan Zhang, Hongshen Chen, Lei Shen, Yanyan Lan, Zhuoye Ding, Dawei Yin

* SIGIR 2020 

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CDL: Curriculum Dual Learning for Emotion-Controllable Response Generation


Jun 03, 2020
Lei Shen, Yang Feng

* To appear at ACL 2020 (long paper) 

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Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation


May 04, 2020
Lei Shen, Xiaoyu Guo, Meng Chen

* To appear at IJCNN 2020 (long paper) 

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The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service


Nov 25, 2019
Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou


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Optimal Solution Predictions for Mixed Integer Programs


Jun 23, 2019
Jian-Ya Ding, Chao Zhang, Lei Shen, Shengyin Li, Bing Wang, Yinghui Xu, Le Song


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Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables


Jun 18, 2019
Lei Shen, Yang Feng, Haolan Zhan

* 6 pages, accepted by ACL 2019 

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Speeding Up Neural Machine Translation Decoding by Cube Pruning


Sep 09, 2018
Wen Zhang, Liang Huang, Yang Feng, Lei Shen, Qun Liu

* 11pages, 11 figures, EMNLP-2018 conference 

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Empirical Evaluation of RNN Architectures on Sentence Classification Task


Oct 08, 2016
Lei Shen, Junlin Zhang


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