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Learning Neural Templates for Recommender Dialogue System


Sep 25, 2021
Zujie Liang, Huang Hu, Can Xu, Jian Miao, Yingying He, Yining Chen, Xiubo Geng, Fan Liang, Daxin Jiang

* EMNLP 2021 long paper, code link: https://github.com/jokieleung/NTRD 

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Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers


Jul 28, 2021
Colin Wei, Yining Chen, Tengyu Ma


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Iterative Feature Matching: Toward Provable Domain Generalization with Logarithmic Environments


Jun 18, 2021
Yining Chen, Elan Rosenfeld, Mark Sellke, Tengyu Ma, Andrej Risteski


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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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Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data


Oct 15, 2020
Colin Wei, Kendrick Shen, Yining Chen, Tengyu Ma


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Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization


Jun 29, 2020
Kaidi Cao, Yining Chen, Junwei Lu, Nikos Arechiga, Adrien Gaidon, Tengyu Ma


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Active Online Domain Adaptation


Jun 25, 2020
Yining Chen, Haipeng Luo, Tengyu Ma, Chicheng Zhang


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Self-training Avoids Using Spurious Features Under Domain Shift


Jun 17, 2020
Yining Chen, Colin Wei, Ananya Kumar, Tengyu Ma


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Experience Augmentation: Boosting and Accelerating Off-Policy Multi-Agent Reinforcement Learning


May 20, 2020
Zhenhui Ye, Yining Chen, Guanghua Song, Bowei Yang, Shen Fan

* 10 pages, 4 figures, 4 tables 

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A random forest based approach for predicting spreads in the primary catastrophe bond market


Jan 28, 2020
Despoina Makariou, Pauline Barrieu, Yining Chen

* 34 pages, 8 figures, 7 tables 

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Weakly Supervised Disentanglement with Guarantees


Oct 22, 2019
Rui Shu, Yining Chen, Abhishek Kumar, Stefano Ermon, Ben Poole


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Retrieval-Enhanced Adversarial Training for Neural Response Generation


Sep 12, 2018
Qingfu Zhu, Lei Cui, Weinan Zhang, Furu Wei, Yining Chen, Ting Liu


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Recurrent Neural Networks as Weighted Language Recognizers


Mar 04, 2018
Yining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May, Kevin Knight


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