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Memformer: The Memory-Augmented Transformer


Oct 14, 2020
Qingyang Wu, Zhenzhong Lan, Jing Gu, Zhou Yu


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Perception Score, A Learned Metric for Open-ended Text Generation Evaluation


Aug 18, 2020
Jing Gu, Qingyang Wu, Zhou Yu

* 8 pages, 2 figures 

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On the Generation of Medical Dialogues for COVID-19


May 11, 2020
Wenmian Yang, Guangtao Zeng, Bowen Tan, Zeqian Ju, Subrato Chakravorty, Xuehai He, Shu Chen, Xingyi Yang, Qingyang Wu, Zhou Yu, Eric Xing, Pengtao Xie


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A Tailored Pre-Training Model for Task-Oriented Dialog Generation


Apr 24, 2020
Jing Gu, Qingyang Wu, Chongruo Wu, Weiyan Shi, Zhou Yu

* 7 pages, 1 figure 

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TextGAIL: Generative Adversarial Imitation Learning for Text Generation


Apr 07, 2020
Qingyang Wu, Lei Li, Zhou Yu


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Importance-Aware Learning for Neural Headline Editing


Nov 25, 2019
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu

* AAAI 2020 

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Alternating Roles Dialog Model with Large-scale Pre-trained Language Models


Nov 10, 2019
Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu


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Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models


Oct 09, 2019
Qingyang Wu, Yichi Zhang, Yu Li, Zhou Yu


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Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet Mixture Networks


Jun 11, 2019
Qingyang Wu, He Li, Weijie Su, Lexin Li, Zhou Yu


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