What Can We Learn from Collective Human Opinions on Natural Language Inference Data?

Oct 08, 2020
Yixin Nie, Xiang Zhou, Mohit Bansal

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* EMNLP 2020 (13 pages) 

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Deep Reinforcement Learning for On-line Dialogue State Tracking

Sep 22, 2020
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu

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* 10 pages, 5 figures 

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Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue

Sep 14, 2020
Longxiang Liu, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

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* 9 pages, 2 figures, 9 tables 

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Composing Answer from Multi-spans for Reading Comprehension

Sep 14, 2020
Zhuosheng Zhang, Yiqing Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

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Task-specific Objectives of Pre-trained Language Models for Dialogue Adaptation

Sep 10, 2020
Junlong Li, Zhuosheng Zhang, Hai Zhao, Xi Zhou, Xiang Zhou

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Machine Learning and Control Theory

Jun 10, 2020
Alain Bensoussan, Yiqun Li, Dinh Phan Cao Nguyen, Minh-Binh Tran, Sheung Chi Phillip Yam, Xiang Zhou

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Towards Robustifying NLI Models Against Lexical Dataset Biases

May 13, 2020
Xiang Zhou, Mohit Bansal

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* ACL 2020 (13 pages) 

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The Curse of Performance Instability in Analysis Datasets: Consequences, Source, and Suggestions

Apr 28, 2020
Xiang Zhou, Yixin Nie, Hao Tan, Mohit Bansal

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* 13 pages 

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Stochastic Modified Equations for Continuous Limit of Stochastic ADMM

Mar 07, 2020
Xiang Zhou, Huizhuo Yuan, Chris Junchi Li, Qingyun Sun

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Regime Switching Bandits

Jan 26, 2020
Xiang Zhou, Ningyuan Chen, Xuefeng Gao, Yi Xiong

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Fine-grained Attention and Feature-sharing Generative Adversarial Networks for Single Image Super-Resolution

Nov 25, 2019
Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xiang Zhou

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* 12 pages, 10 figures, 2 tables 

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Semantics-aware BERT for Language Understanding

Sep 05, 2019
Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou

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DCMN+: Dual Co-Matching Network for Multi-choice Reading Comprehension

Aug 30, 2019
Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou

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Dual Co-Matching Network for Multi-choice Reading Comprehension

Jan 27, 2019
Shuailiang Zhang, Hai Zhao, Yuwei Wu, Zhuosheng Zhang, Xi Zhou, Xiang Zhou

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* arXiv admin note: text overlap with arXiv:1806.04068 by other authors 

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Dependency or Span, End-to-End Uniform Semantic Role Labeling

Jan 16, 2019
Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou

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I Know What You Want: Semantic Learning for Text Comprehension

Sep 08, 2018
Zhuosheng Zhang, Yuwei Wu, Zuchao Li, Shexia He, Hai Zhao, Xi Zhou, Xiang Zhou

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Scalable Algorithms for Learning High-Dimensional Linear Mixed Models

Mar 12, 2018
Zilong Tan, Kimberly Roche, Xiang Zhou, Sayan Mukherjee

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* Proceedings of the Thirty Fourth Conference on Uncertainty in Artificial Intelligence (UAI), 2018 

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Bayesian Approximate Kernel Regression with Variable Selection

Jun 10, 2017
Lorin Crawford, Kris C. Wood, Xiang Zhou, Sayan Mukherjee

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* 22 pages, 3 figures, 3 tables; theory added; new simulations presented; references added 

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