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


Sep 23, 2021
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


Sep 14, 2021
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


Sep 10, 2021
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


Jun 29, 2021
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


Mar 02, 2021
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


Feb 16, 2021
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


Oct 13, 2020
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


Oct 06, 2020
Shaoxiong Feng, Xuancheng Ren, Hongshen Chen, Bin Sun, Kan Li, Xu Sun

* Accepted by EMNLP 2020 (long paper) 

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Modeling Topical Relevance for Multi-Turn Dialogue Generation


Sep 27, 2020
Hainan Zhang, Yanyan Lan, Liang Pang, Hongshen Chen, Zhuoye Ding, Dawei Yin

* the 29th International Joint Conference on Artificial Intelligence(IJCAI 2020) 

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Collaborative Group Learning


Sep 16, 2020
Shaoxiong Feng, Hongshen Chen, Xuancheng Ren, Zhuoye Ding, Kan Li, Xu Sun


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


Apr 07, 2020
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


Mar 16, 2020
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Yangxi Li, Dongsheng Duan, Dawei Yin

* Accepted to AAAI 2020 

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Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network


Mar 04, 2020
Shaoxiong Feng, Hongshen Chen, Kan Li, Dawei Yin

* Accepted by AAAI 2020 

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Adaptive Parameterization for Neural Dialogue Generation


Jan 18, 2020
Hengyi Cai, Hongshen Chen, Cheng Zhang, Yonghao Song, Xiaofang Zhao, Dawei Yin

* Published as a long paper in EMNLP 2019 

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EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation


Nov 20, 2019
Qintong Li, Hongshen Chen, Zhaochun Ren, Zhumin Chen, Zhaopeng Tu, Jun Ma


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Explicit State Tracking with Semi-Supervision for Neural Dialogue Generation


Aug 31, 2018
Xisen Jin, Wenqiang Lei, Zhaochun Ren, Hongshen Chen, Shangsong Liang, Yihong Zhao, Dawei Yin

* The 27th ACM International Conference on Information and Knowledge Management, 2018 

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A Survey on Dialogue Systems: Recent Advances and New Frontiers


Jan 11, 2018
Hongshen Chen, Xiaorui Liu, Dawei Yin, Jiliang Tang

* 13 pages. arXiv admin note: text overlap with arXiv:1703.01008 by other authors 

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