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A Validation Approach to Over-parameterized Matrix and Image Recovery


Sep 21, 2022
Lijun Ding, Zhen Qin, Liwei Jiang, Jinxin Zhou, Zhihui Zhu

* 29 pages and 9 figures 

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Quark: Controllable Text Generation with Reinforced Unlearning


May 26, 2022
Ximing Lu, Sean Welleck, Liwei Jiang, Jack Hessel, Lianhui Qin, Peter West, Prithviraj Ammanabrolu, Yejin Choi


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ProsocialDialog: A Prosocial Backbone for Conversational Agents


May 25, 2022
Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap

* 25 pages, 10 figures 

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Aligning to Social Norms and Values in Interactive Narratives


May 05, 2022
Prithviraj Ammanabrolu, Liwei Jiang, Maarten Sap, Hannaneh Hajishirzi, Yejin Choi

* In Proceedings of NAACL-2022 

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Algorithmic Regularization in Model-free Overparametrized Asymmetric Matrix Factorization


Mar 06, 2022
Liwei Jiang, Yudong Chen, Lijun Ding

* 35 pages, 3 figures 

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NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics


Dec 16, 2021
Ximing Lu, Sean Welleck, Peter West, Liwei Jiang, Jungo Kasai, Daniel Khashabi, Ronan Le Bras, Lianhui Qin, Youngjae Yu, Rowan Zellers, Noah A. Smith, Yejin Choi


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Delphi: Towards Machine Ethics and Norms


Oct 14, 2021
Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Maxwell Forbes, Jon Borchardt, Jenny Liang, Oren Etzioni, Maarten Sap, Yejin Choi


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Symbolic Knowledge Distillation: from General Language Models to Commonsense Models


Oct 14, 2021
Peter West, Chandra Bhagavatula, Jack Hessel, Jena D. Hwang, Liwei Jiang, Ronan Le Bras, Ximing Lu, Sean Welleck, Yejin Choi


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Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery


Sep 23, 2021
Lijun Ding, Liwei Jiang, Yudong Chen, Qing Qu, Zhihui Zhu

* 75 pages, 3 figures 

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Subgradient methods near active manifolds: saddle point avoidance, local convergence, and asymptotic normality


Aug 26, 2021
Damek Davis, Dmitriy Drusvyatskiy, Liwei Jiang

* 104 pages, 3 figures 

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