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Adaptive Bridge between Training and Inference for Dialogue



Haoran Xu , Hainan Zhang , Yanyan Zou , Hongshen Chen , Zhuoye Ding , Yanyan Lan

* EMNLP2021 

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FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning



Xu Wang , Hainan Zhang , Shuai Zhao , Yanyan Zou , Hongshen Chen , Zhuoye Ding , Bo Cheng , Yanyan Lan

* EMNLP2021 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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Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization



Junpeng Liu , Yanyan Zou , Hainan Zhang , Hongshen Chen , Zhuoye Ding , Caixia Yuan , Xiaojie Wang

* EMNLP 2021 

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Improving Sequential Recommendation Consistency with Self-Supervised Imitation



Xu Yuan , Hongshen Chen , Yonghao Song , Xiaofang Zhao , Zhuoye Ding , Zhen He , Bo Long

* accepted by IJCAI 2021 

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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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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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Group-wise Contrastive Learning for Neural Dialogue Generation



Hengyi Cai , Hongshen Chen , Yonghao Song , Zhuoye Ding , Yongjun Bao , Weipeng Yan , Xiaofang Zhao


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Regularizing Dialogue Generation by Imitating Implicit Scenarios



Shaoxiong Feng , Xuancheng Ren , Hongshen Chen , Bin Sun , Kan Li , Xu Sun

* Accepted by EMNLP 2020 (long paper) 

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