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LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding

Dec 29, 2020
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou

* Work in progress 

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SIT3: Code Summarization with Structure-Induced Transformer

Dec 29, 2020
Hongqiu Wu, Hai Zhao, Min Zhang

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[email protected]: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment

Dec 24, 2020
Yunqiu Shao, Bulou Liu, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma

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Towards Accurate and Consistent Evaluation: A Dataset for Distantly-Supervised Relation Extraction

Oct 30, 2020
Tong Zhu, Haitao Wang, Junjie Yu, Xiabing Zhou, Wenliang Chen, Wei Zhang, Min Zhang

* This paper has been accepted for publication in COLING2020 

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Token Drop mechanism for Neural Machine Translation

Oct 21, 2020
Huaao Zhang, Shigui Qiu, Xiangyu Duan, Min Zhang

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Tight Lower Complexity Bounds for Strongly Convex Finite-Sum Optimization

Oct 17, 2020
Min Zhang, Yao Shu, Kun He

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Improving AMR Parsing with Sequence-to-Sequence Pre-training

Oct 05, 2020
Dongqin Xu, Junhui Li, Muhua Zhu, Min Zhang, Guodong Zhou

* Accepted by EMNLP 2020 

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Attributes-Guided and Pure-Visual Attention Alignment for Few-Shot Recognition

Sep 10, 2020
Siteng Huang, Min Zhang, Yachen Kang, Donglin Wang

* 10 pages 

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Unsupervised Point Cloud Registration via Salient Points Analysis (SPA)

Sep 02, 2020
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 7 pages, 5 figures, final version is accepted by IEEE International Conference on Visual Communications and Image Processing (VCIP) 2020 

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Unsupervised Feedforward Feature (UFF) Learning for Point Cloud Classification and Segmentation

Sep 02, 2020
Min Zhang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 7 pages, 2 figures, the final version is accepted by VCIP 2020 

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Neural Logic Reasoning

Aug 20, 2020
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang

* Accepted to ACM CIKM 2020. arXiv admin note: substantial text overlap with arXiv:1910.08629 

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Accelerating Robustness Verification of Deep Neural Networks Guided by Target Labels

Jul 27, 2020
Wenjie Wan, Zhaodi Zhang, Yiwei Zhu, Min Zhang, Fu Song

* 20 pages, 3 figures 

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Train Your Data Processor: Distribution-Aware and Error-Compensation Coordinate Decoding for Human Pose Estimation

Jul 17, 2020
Feiyu Yang, Zhan Song, Zhenzhong Xiao, Yu Chen, Zhe Pan, Min Zhang, Min Xue, Yaoyang Mo, Yao Zhang, Guoxiong Guan, Beibei Qian

* Improve the state-of-the-art of COCO keypoint detection challenge by 1-2 AP. Project page: 

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Bilingual Dictionary Based Neural Machine Translation without Using Parallel Sentences

Jul 06, 2020
Xiangyu Duan, Baijun Ji, Hao Jia, Min Tan, Min Zhang, Boxing Chen, Weihua Luo, Yue Zhang

* Accepted by ACL2020 

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Efficient Second-Order TreeCRF for Neural Dependency Parsing

May 03, 2020
Yu Zhang, Zhenghua Li, Min Zhang

* ACL 2020 

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Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping

Apr 01, 2020
Jinshan Zeng, Min Zhang, Shao-Bo Lin

* 14 pages 

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Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing?

Mar 06, 2020
Yu Zhang, Zhenghua Li, Houquan Zhou, Min Zhang

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PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

Feb 09, 2020
Min Zhang, Yifan Wang, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 4pages, 4 figures 

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AE-OT-GAN: Training GANs from data specific latent distribution

Jan 27, 2020
Dongsheng An, Yang Guo, Min Zhang, Xin Qi, Na Lei, Shing-Tung Yau, Xianfeng Gu

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Stochastic Item Descent Method for Large Scale Equal Circle Packing Problem

Jan 22, 2020
Kun He, Min Zhang, Jianrong Zhou, Yan Jin, Chu-min Li

* 7 pages, 2 figures, 3 tables 

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Cross-lingual Pre-training Based Transfer for Zero-shot Neural Machine Translation

Dec 03, 2019
Baijun Ji, Zhirui Zhang, Xiangyu Duan, Min Zhang, Boxing Chen, Weihua Luo

* Accepted as a conference paper at AAAI 2020 (oral presentation) 

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Improving Neural Relation Extraction with Positive and Unlabeled Learning

Nov 28, 2019
Zhengqiu He, Wenliang Chen, Yuyi Wang, Wei zhang, Guanchun Wang, Min Zhang

* 8 pages, AAAI-2020 

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Robust Triple-Matrix-Recovery-Based Auto-Weighted Label Propagation for Classification

Nov 20, 2019
Huan Zhang, Zhao Zhang, Mingbo Zhao, Qiaolin Ye, Min Zhang, Meng Wang

* Accepted by IEEE TNNNLS 

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A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling

Nov 12, 2019
Qingrong Xia, Zhenghua Li, Min Zhang

* EMNLP 2019 

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Contrastive Attention Mechanism for Abstractive Sentence Summarization

Oct 30, 2019
Xiangyu Duan, Hoongfei Yu, Mingming Yin, Min Zhang, Weihua Luo, Yue Zhang

* accepted by EMNLP2019 

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Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning

Oct 21, 2019
Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou

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