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A Survey on Recent Advances and Challenges in Reinforcement LearningMethods for Task-Oriented Dialogue Policy Learning



Wai-Chung Kwan , Hongru Wang , Huimin Wang , Kam-Fai Wong


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Integrating Pretrained Language Model for Dialogue Policy Learning



Hongru Wang , Huimin Wang , Zezhong Wang , Kam-Fai Wong


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Inconsistent Few-Shot Relation Classification via Cross-Attentional Prototype Networks with Contrastive Learning



Hongru Wang , Zhijing Jin , Jiarun Cao , Gabriel Pui Cheong Fung , Kam-Fai Wong


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Prior Omission of Dissimilar Source Domain(s) for Cost-Effective Few-Shot Learning



Zezhong Wang , Hongru Wang , Kwan Wai Chung , Jia Zhu , Gabriel Pui Cheong Fung , Kam-Fai Wong


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TopicRefine: Joint Topic Prediction and Dialogue Response Generation for Multi-turn End-to-End Dialogue System



Hongru Wang , Mingyu Cui , Zimo Zhou , Gabriel Pui Cheong Fung , Kam-Fai Wong


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MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging



Hongru Wang , Zezhong Wang , Gabriel Pui Cheong Fung , Kam-Fai Wong


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



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

* 8 pages,2 figures 

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CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning



Hongru Wang , Xiangru Tang , Sunny Lai , Kwong Sak Leung


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