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Imitation Learning for Non-Autoregressive Neural Machine Translation


Jul 18, 2019
Bingzhen Wei, Mingxuan Wang, Hao Zhou, Junyang Lin, Jun Xie, Xu Sun

* Accepted by ACL 2019. arXiv admin note: text overlap with arXiv:1902.10245, arXiv:1812.09664 by other authors 

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Future-Prediction-Based Model for Neural Machine Translation


Sep 02, 2018
Bingzhen Wei, Junyang Lin


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Regularizing Output Distribution of Abstractive Chinese Social Media Text Summarization for Improved Semantic Consistency


May 10, 2018
Bingzhen Wei, Xuancheng Ren, Xu Sun, Yi Zhang, Xiaoyan Cai, Qi Su


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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

* The treebank is available at https://github.com/lancopku/Chinese-Dependency-Treebank-with-Ellipsis 

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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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Deep Stacking Networks for Low-Resource Chinese Word Segmentation with Transfer Learning


Nov 04, 2017
Jingjing Xu, Xu Sun, Sujian Li, Xiaoyan Cai, Bingzhen Wei


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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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