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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Neural Logic Networks

Oct 17, 2019
Shaoyun Shi, Hanxiong Chen, Min Zhang, Yongfeng Zhang


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Modeling Graph Structure in Transformer for Better AMR-to-Text Generation

Aug 31, 2019
Jie Zhu, Junhui Li, Muhua Zhu, Longhua Qian, Min Zhang, Guodong Zhou

* Accepted by EMNLP 2019 

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CCKS 2019 Shared Task on Inter-Personal Relationship Extraction

Aug 29, 2019
Haitao Wang, Zhengqiu He, Tong Zhu, Hao Shao, Wenliang Chen, Min Zhang


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Emotion Detection with Neural Personal Discrimination

Aug 28, 2019
Xiabing Zhou, Zhongqing Wang, Shoushan Li, Guodong Zhou, Min Zhang

* This paper has been accepted by EMNLP 2019 

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IPRE: a Dataset for Inter-Personal Relationship Extraction

Aug 10, 2019
Haitao Wang, Zhengqiu He, Jin Ma, Wenliang Chen, Min Zhang


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PointHop: An Explainable Machine Learning Method for Point Cloud Classification

Jul 30, 2019
Min Zhang, Haoxuan You, Pranav Kadam, Shan Liu, C. -C. Jay Kuo

* 13 pages with 9 figures 

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Syntax-aware Neural Semantic Role Labeling

Jul 22, 2019
Qingrong Xia, Zhenghua Li, Min Zhang, Meishan Zhang, Guohong Fu, Rui Wang, Luo Si

* AAAI 2019 

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Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier

May 27, 2019
Zhao Zhang, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang, Shuicheng Yan

* Accepted by IEEE TNNLS 

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Code-Switching for Enhancing NMT with Pre-Specified Translation

May 16, 2019
Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang, Min Zhang


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Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations

May 08, 2019
Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang

* NAACL 2019 

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HLT@SUDA at SemEval 2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing

Apr 04, 2019
Wei Jiang, Zhenghua Li, Yu Zhang, Min Zhang


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Jointly Learning Explainable Rules for Recommendation with Knowledge Graph

Mar 09, 2019
Weizhi Ma, Min Zhang, Yue Cao, Woojeong, Jin, Chenyang Wang, Yiqun Liu, Shaoping Ma, Xiang Ren

* 10 pages, plus 1-page references; accepted at The Web Conference 2019 

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A Novel Euler's Elastica based Segmentation Approach for Noisy Images via using the Progressive Hedging Algorithm

Feb 20, 2019
Lu Tan, Ling Li, Wanquan Liu, Jie Sun, Min Zhang


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Semi-supervised learning via Feedforward-Designed Convolutional Neural Networks

Feb 06, 2019
Yueru Chen, Yijing Yang, Min Zhang, C. -C. Jay Kuo

* 5 pages, under review of ICIP 2019 

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Improving the Transformer Translation Model with Document-Level Context

Oct 08, 2018
Jiacheng Zhang, Huanbo Luan, Maosong Sun, FeiFei Zhai, Jingfang Xu, Min Zhang, Yang Liu

* EMNLP 2018 

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Deriving Enhanced Geographical Representations via Similarity-based Spectral Analysis: Predicting Colorectal Cancer Survival Curves in Iowa

Sep 06, 2018
Michael T. Lash, Min Zhang, Xun Zhou, W. Nick Street, Charles F. Lynch

* arXiv admin note: substantial text overlap with arXiv:1708.04714 

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