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KddRES: A Multi-level Knowledge-driven Dialogue Dataset for Restaurant Towards Customized Dialogue System

Nov 18, 2020
Hongru Wang, Min Li, Zimo Zhou, Gabriel Pui Cheong Fung, Kam-Fai Wong

* 8 pages,2 figures 

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Dialogue State Tracking with Pretrained Encoder for Multi-domain Trask-oriented Dialogue Systems

Apr 22, 2020
Dingmin Wang, Chenghua Lin, Li Zhong, Kam-Fai Wong


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Joint Effects of Context and User History for Predicting Online Conversation Re-entries

Jun 04, 2019
Xingshan Zeng, Jing Li, Lu Wang, Kam-Fai Wong

* ACL 2019 

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A Joint Model of Conversational Discourse and Latent Topics on Microblogs

Sep 11, 2018
Jing Li, Yan Song, Zhongyu Wei, Kam-Fai Wong

* Accepted in Special Issue of the journal Computational Linguistics on: Language in Social Media: Exploiting discourse and other contextual information 

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Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning

May 23, 2018
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Kam-Fai Wong, Shang-Yu Su

* 11 pages, 8 figures, Accepted in ACL 2018 

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Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning

Feb 08, 2018
Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong

* 5 pages, 3 figures, ICASSP 2018 

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Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

Jul 22, 2017
Baolin Peng, Xiujun Li, Lihong Li, Jianfeng Gao, Asli Celikyilmaz, Sungjin Lee, Kam-Fai Wong

* 12 pages, 8 figures 

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An Attentional Neural Conversation Model with Improved Specificity

Jun 03, 2016
Kaisheng Yao, Baolin Peng, Geoffrey Zweig, Kam-Fai Wong


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Towards Neural Network-based Reasoning

Aug 22, 2015
Baolin Peng, Zhengdong Lu, Hang Li, Kam-Fai Wong


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Resolving Conflicting Arguments under Uncertainties

Jan 30, 2013
Benson Hin Kwong Ng, Kam-Fai Wong, Boon-Toh Low

* Appears in Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence (UAI1998) 

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