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Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning


Oct 01, 2021
Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang

* 9 pages, 4 figures 

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Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation


Jul 27, 2021
Yufei Wang, Can Xu, Huang Hu, Chongyang Tao, Stephen Wan, Mark Dras, Mark Johnson, Daxin Jiang


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MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding


Jun 03, 2021
Jia-Chen Gu, Chongyang Tao, Zhen-Hua Ling, Can Xu, Xiubo Geng, Daxin Jiang

* Accepted by ACL 2021 

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Maria: A Visual Experience Powered Conversational Agent


May 27, 2021
Zujie Liang, Huang Hu, Can Xu, Chongyang Tao, Xiubo Geng, Yining Chen, Fan Liang, Daxin Jiang

* Accepted by ACL 2021 main conference 

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A Benchmarking on Cloud based Speech-To-Text Services for French Speech and Background Noise Effect


May 07, 2021
Binbin Xu, Chongyang Tao, Zidu Feng, Youssef Raqui, Sylvie Ranwez

* 6th National Conference on Practical Applications of Artificial Intelligence, 2021, Bordeaux, France 

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Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots


Mar 17, 2021
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

* Accepted by ACM Transactions on Information Systems, 25 pages, 2 figures, 9 tables 

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Knowledge-Grounded Dialogue Generation with Pre-trained Language Models


Oct 17, 2020
Xueliang Zhao, Wei Wu, Can Xu, Chongyang Tao, Dongyan Zhao, Rui Yan

* Accepted by EMNLP 2020 

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Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues


Sep 14, 2020
Ruijian Xu, Chongyang Tao, Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan

* 10 pages 

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Zero-Resource Knowledge-Grounded Dialogue Generation


Aug 29, 2020
Linxiao Li, Can Xu, Wei Wu, Yufan Zhao, Xueliang Zhao, Chongyang Tao


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EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation


Apr 30, 2020
Jiayi Zhang, Chongyang Tao, Zhenjing Xu, Qiaojing Xie, Wei Chen, Rui Yan

* 10 pages, SIGIR 2019 

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Low-Resource Knowledge-Grounded Dialogue Generation


Feb 24, 2020
Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan

* Published in ICLR 2020 

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Mimicking Human Process: Text Representation via Latent Semantic Clustering for Classification


Jun 18, 2019
Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu

* 6 pages, 5 figures, 2nd Workshop on Humanizing AI (HAI) at IJCAI'19 

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Neural Response Generation with Meta-Words


Jun 14, 2019
Can Xu, Wei Wu, Chongyang Tao, Huang Hu, Matt Schuerman, Ying Wang

* ACL 2019 

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Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems


Jun 11, 2019
Jiazhan Feng, Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan

* ACL 2019 

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A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots


Jun 11, 2019
Xueliang Zhao, Chongyang Tao, Wei Wu, Can Xu, Dongyan Zhao, Rui Yan

* IJCAI 2019 

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Iterative Document Representation Learning Towards Summarization with Polishing


Sep 27, 2018
Xiuying Chen, Shen Gao, Chongyang Tao, Yan Song, Dongyan Zhao, Rui Yan

* emnlp 2018 
* 10 pages, 4 figures 

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Playing 20 Question Game with Policy-Based Reinforcement Learning


Aug 26, 2018
Huang Hu, Xianchao Wu, Bingfeng Luo, Chongyang Tao, Can Xu, Wei Wu, Zhan Chen

* To appear in EMNLP 2018 

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Improving Matching Models with Contextualized Word Representations for Multi-turn Response Selection in Retrieval-based Chatbots


Aug 22, 2018
Chongyang Tao, Wei Wu, Can Xu, Yansong Feng, Dongyan Zhao, Rui Yan

* 10 pages, 1 figure 

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RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems


Jul 16, 2017
Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan


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