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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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Interactive Attention for Neural Machine Translation

Oct 17, 2016
Fandong Meng, Zhengdong Lu, Hang Li, Qun Liu

* Accepted at COLING 2016 

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Modeling Coverage for Neural Machine Translation

Aug 06, 2016
Zhaopeng Tu, Zhengdong Lu, Yang Liu, Xiaohua Liu, Hang Li

* Add subjective evaluation on top of ACL version: 25% of source words are under-translated by NMT 

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Incorporating Copying Mechanism in Sequence-to-Sequence Learning

Jun 08, 2016
Jiatao Gu, Zhengdong Lu, Hang Li, Victor O. K. Li

* 10 pages, 5 figures, accepted by ACL2016 

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Memory-enhanced Decoder for Neural Machine Translation

Jun 07, 2016
Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

* 11 pages 

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Neural Machine Translation with External Phrase Memory

Jun 06, 2016
Yaohua Tang, Fandong Meng, Zhengdong Lu, Hang Li, Philip L. H. Yu

* 8 figures, 9 pages 

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Neural Generative Question Answering

Apr 22, 2016
Jun Yin, Xin Jiang, Zhengdong Lu, Lifeng Shang, Hang Li, Xiaoming Li

* Accepted by IJCAI 2016 

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Neural Enquirer: Learning to Query Tables with Natural Language

Jan 21, 2016
Pengcheng Yin, Zhengdong Lu, Hang Li, Ben Kao


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A Deep Memory-based Architecture for Sequence-to-Sequence Learning

Jan 07, 2016
Fandong Meng, Zhengdong Lu, Zhaopeng Tu, Hang Li, Qun Liu

* 13 pages, Under review as a conference paper at ICLR 2016 

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Learning to Answer Questions From Image Using Convolutional Neural Network

Nov 13, 2015
Lin Ma, Zhengdong Lu, Hang Li

* 7 pages, 4 figures. Accepted by AAAI 2016 

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Multimodal Convolutional Neural Networks for Matching Image and Sentence

Aug 29, 2015
Lin Ma, Zhengdong Lu, Lifeng Shang, Hang Li

* Accepted by ICCV 2015 

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Towards Neural Network-based Reasoning

Aug 22, 2015
Baolin Peng, Zhengdong Lu, Hang Li, Kam-Fai Wong


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Context-Dependent Translation Selection Using Convolutional Neural Network

Jun 24, 2015
Zhaopeng Tu, Baotian Hu, Zhengdong Lu, Hang Li

* Short version is accepted by ACL 2015 

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Syntax-based Deep Matching of Short Texts

Jun 12, 2015
Mingxuan Wang, Zhengdong Lu, Hang Li, Qun Liu

* Accepted by IJCAI-2015 as full paper 

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Encoding Source Language with Convolutional Neural Network for Machine Translation

Jun 08, 2015
Fandong Meng, Zhengdong Lu, Mingxuan Wang, Hang Li, Wenbin Jiang, Qun Liu

* Accepted as a full paper at ACL 2015 

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Self-Adaptive Hierarchical Sentence Model

Apr 27, 2015
Han Zhao, Zhengdong Lu, Pascal Poupart

* 8 pages, 7 figures, accepted as a full paper at IJCAI 2015 

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Neural Responding Machine for Short-Text Conversation

Apr 27, 2015
Lifeng Shang, Zhengdong Lu, Hang Li

* accepted as a full paper at ACL 2015 

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$gen$CNN: A Convolutional Architecture for Word Sequence Prediction

Apr 24, 2015
Mingxuan Wang, Zhengdong Lu, Hang Li, Wenbin Jiang, Qun Liu

* Accepted by ACL as full paper(oral) 

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Convolutional Neural Network Architectures for Matching Natural Language Sentences

Mar 11, 2015
Baotian Hu, Zhengdong Lu, Hang Li, Qingcai Chen


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A Parallel and Efficient Algorithm for Learning to Match

Oct 22, 2014
Jingbo Shang, Tianqi Chen, Hang Li, Zhengdong Lu, Yong Yu

* 10 pages, short version was published in ICDM 2014 

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An Information Retrieval Approach to Short Text Conversation

Aug 29, 2014
Zongcheng Ji, Zhengdong Lu, Hang Li

* 21 pages, 4 figures 

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