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Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers

Oct 16, 2020
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou

* 9 pages, 4 figures 

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Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction

Oct 07, 2020
Mengyun Chen, Tao Ge, Xingxing Zhang, Furu Wei, Ming Zhou

* Accepted by EMNLP 2020 

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Taking Modality-free Human Identification as Zero-shot Learning

Oct 02, 2020
Zhizhe Liu, Xingxing Zhang, Zhenfeng Zhu, Shuai Zheng, Yao Zhao, Jian Cheng

* 12 pages, 8 figures 

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STEP: Sequence-to-Sequence Transformer Pre-training for Document Summarization

Apr 04, 2020
Yanyan Zou, Xingxing Zhang, Wei Lu, Furu Wei, Ming Zhou


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From Anchor Generation to Distribution Alignment: Learning a Discriminative Embedding Space for Zero-Shot Recognition

Feb 10, 2020
Fuzhen Li, Zhenfeng Zhu, Xingxing Zhang, Jian Cheng, Yao Zhao

* 8 pages, 6 figures 

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To See in the Dark: N2DGAN for Background Modeling in Nighttime Scene

Dec 12, 2019
Zhenfeng Zhu, Yingying Meng, Deqiang Kong, Xingxing Zhang, Yandong Guo, Yao Zhao


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Distribution-induced Bidirectional Generative Adversarial Network for Graph Representation Learning

Dec 04, 2019
Shuai Zheng, Zhenfeng Zhu, Xingxing Zhang, Zhizhe Liu, Jian Cheng, Yao Zhao

* 10 pages, 5 figures, 4 tables 

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Understand Dynamic Regret with Switching Cost for Online Decision Making

Nov 28, 2019
Yawei Zhao, Qian Zhao, Xingxing Zhang, En Zhu, Xinwang Liu, Jianping Yin

* Accepted by ACM Transactions on Intelligent Systems and Technology (TIST) 

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DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Nov 17, 2019
Xiaoze Jiang, Jing Yu, Zengchang Qin, Yingying Zhuang, Xingxing Zhang, Yue Hu, Qi Wu

* Accepted by the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020) 

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Defensive Few-shot Adversarial Learning

Nov 16, 2019
Wenbin Li, Lei Wang, Xingxing Zhang, Jing Huo, Yang Gao, Jiebo Luo

* 10 pages 

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ProLFA: Representative Prototype Selection for Local Feature Aggregation

Oct 24, 2019
Xingxing Zhang, Zhenfeng Zhu, Yao Zhao

* 9 figures, 5 tables 

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ATZSL: Defensive Zero-Shot Recognition in the Presence of Adversaries

Oct 24, 2019
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu

* 14 pages, 9 figures, 10 tables, journal 

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Hierarchical Prototype Learning for Zero-Shot Recognition

Oct 24, 2019
Xingxing Zhang, Shupeng Gui, Zhenfeng Zhu, Yao Zhao, Ji Liu

* 12 pages, 7 figures, 6 tables, journal. arXiv admin note: text overlap with arXiv:1910.09728 

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Convolutional Prototype Learning for Zero-Shot Recognition

Oct 24, 2019
Zhizhe Liu, Xingxing Zhang, Zhenfeng Zhu, Shuai Zheng, Yao Zhao, Jian Cheng

* 10 pages, 6 figures 

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HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization

May 16, 2019
Xingxing Zhang, Furu Wei, Ming Zhou

* to appear in ACL 2019 

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Neural Latent Extractive Document Summarization

Aug 28, 2018
Xingxing Zhang, Mirella Lapata, Furu Wei, Ming Zhou

* to appear in EMNLP 2018 

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Sentence Simplification with Deep Reinforcement Learning

Jul 16, 2017
Xingxing Zhang, Mirella Lapata

* to appear in EMNLP 2017 

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Dependency Parsing as Head Selection

Dec 22, 2016
Xingxing Zhang, Jianpeng Cheng, Mirella Lapata

* to appear in EACL 2017; Our code is available at http://github.com/XingxingZhang/dense_parser 

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Top-down Tree Long Short-Term Memory Networks

Apr 03, 2016
Xingxing Zhang, Liang Lu, Mirella Lapata

* to appear in NAACL 2016; code available at https://github.com/XingxingZhang/td-treelstm 

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