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Xuancheng Ren

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Building an Ellipsis-aware Chinese Dependency Treebank for Web Text

Jan 23, 2018
Xuancheng Ren, Xu Sun, Ji Wen, Bingzhen Wei, Weidong Zhan, Zhiyuan Zhang

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Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing

Nov 25, 2017
Xu Sun, Weiwei Sun, Shuming Ma, Xuancheng Ren, Yi Zhang, Wenjie Li, Houfeng Wang

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Training Simplification and Model Simplification for Deep Learning: A Minimal Effort Back Propagation Method

Nov 17, 2017
Xu Sun, Xuancheng Ren, Shuming Ma, Bingzhen Wei, Wei Li, Houfeng Wang

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meProp: Sparsified Back Propagation for Accelerated Deep Learning with Reduced Overfitting

Oct 31, 2017
Xu Sun, Xuancheng Ren, Shuming Ma, Houfeng Wang

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Label Embedding Network: Learning Label Representation for Soft Training of Deep Networks

Oct 28, 2017
Xu Sun, Bingzhen Wei, Xuancheng Ren, Shuming Ma

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Minimal Effort Back Propagation for Convolutional Neural Networks

Sep 18, 2017
Bingzhen Wei, Xu Sun, Xuancheng Ren, Jingjing Xu

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