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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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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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TargetDrop: A Targeted Regularization Method for Convolutional Neural Networks



Hui Zhu , Xiaofang Zhao


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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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Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight



Hengyi Cai , Hongshen Chen , Yonghao Song , Cheng Zhang , Xiaofang Zhao , Dawei Yin

* To appear at ACL 2020 (long paper) 

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Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation



Hengyi Cai , Hongshen Chen , Cheng Zhang , Yonghao Song , Xiaofang Zhao , Yangxi Li , Dongsheng Duan , Dawei Yin

* Accepted to AAAI 2020 

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