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Geometric Synthesis: A Free lunch for Large-scale Palmprint Recognition Model Pretraining



Kai Zhao , Lei Shen , Yingyi Zhang , Chuhan Zhou , Tao Wang , Ruixin Zhang , Shouhong Ding , Wei Jia , Wei Shen

* Codes are available at http://kaizhao.net/palmprint 

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Semi-supervised classification of medical ultrasound images based on generative adversarial network



Zhaoshan Liu , Chau Hung Lee , Lei Shen

* 12 pages, 6 figures 

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



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



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



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



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



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



Lei Shen , Haolan Zhan , Xin Shen , Yang Feng

* Accepted by ICASSP 2021 

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User-Inspired Posterior Network for Recommendation Reason Generation



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

* SIGIR 2020 

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