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Directional FDR Control for Sub-Gaussian Sparse GLMs


May 02, 2021
Chang Cui, Jinzhu Jia, Yijun Xiao, Huiming Zhang

* 37 pages 

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On Hallucination and Predictive Uncertainty in Conditional Language Generation


Mar 28, 2021
Yijun Xiao, William Yang Wang

* EACL 2021 

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Why Neural Machine Translation Prefers Empty Outputs


Dec 24, 2020
Xing Shi, Yijun Xiao, Kevin Knight

* 6 pages 

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Disentangled Representation Learning with Wasserstein Total Correlation


Dec 30, 2019
Yijun Xiao, William Yang Wang


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Text Modeling with Syntax-Aware Variational Autoencoders


Aug 27, 2019
Yijun Xiao, William Yang Wang


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Quantifying Uncertainties in Natural Language Processing Tasks


Nov 18, 2018
Yijun Xiao, William Yang Wang

* To appear at AAAI 2019 

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Implicit Regularization of Stochastic Gradient Descent in Natural Language Processing: Observations and Implications


Nov 01, 2018
Deren Lei, Zichen Sun, Yijun Xiao, William Yang Wang


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Dirichlet Variational Autoencoder for Text Modeling


Oct 31, 2018
Yijun Xiao, Tiancheng Zhao, William Yang Wang


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Tree-Structured Neural Machine for Linguistics-Aware Sentence Generation


Jan 03, 2018
Ganbin Zhou, Ping Luo, Rongyu Cao, Yijun Xiao, Fen Lin, Bo Chen, Qing He


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Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers


Feb 01, 2016
Yijun Xiao, Kyunghyun Cho


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