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Self-Balanced Dropout


Aug 06, 2019
Shen Li, Chenhao Su, Renfen Hu, Zhengdong Lu


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Neural Entity Reasoner for Global Consistency in NER


Sep 30, 2018
Xiaoxiao Yin, Daqi Zheng, Zhengdong Lu, Ruifang Liu

* 8 pages, 3 figures, submitted to AAAI2019 

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Generalize Symbolic Knowledge With Neural Rule Engine


Sep 04, 2018
Shen Li, Hengru Xu, Zhengdong Lu


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Object-oriented Neural Programming (OONP) for Document Understanding


Jul 25, 2018
Zhengdong Lu, Xianggen Liu, Haotian Cui, Yukun Yan, Daqi Zheng

* accepted by ACL 2018 

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JUMPER: Learning When to Make Classification Decisions in Reading


Jul 06, 2018
Xianggen Liu, Lili Mou, Haotian Cui, Zhengdong Lu, Sen Song

* Accepted by IJCAI 2018 

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Event Identification as a Decision Process with Non-linear Representation of Text


Oct 03, 2017
Yukun Yan, Daqi Zheng, Zhengdong Lu, Sen Song

* 8 pages, 8 figures 

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Coupling Distributed and Symbolic Execution for Natural Language Queries


Jun 16, 2017
Lili Mou, Zhengdong Lu, Hang Li, Zhi Jin

* Accepted by ICML-17; also presented at ICLR-17 Workshop 

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Deep Neural Machine Translation with Linear Associative Unit


May 02, 2017
Mingxuan Wang, Zhengdong Lu, Jie Zhou, Qun Liu

* 10 pages, ACL 2017 

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Context Gates for Neural Machine Translation


Mar 08, 2017
Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, Hang Li

* Accepted by TACL 2017 

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Neural Machine Translation Advised by Statistical Machine Translation


Dec 30, 2016
Xing Wang, Zhengdong Lu, Zhaopeng Tu, Hang Li, Deyi Xiong, Min Zhang

* Accepted by AAAI 2017 

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