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Optimizing Dense Retrieval Model Training with Hard Negatives


Apr 16, 2021
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma

* To be published in SIGIR2021 

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Not All Attention Is All You Need


Apr 10, 2021
Hongqiu Wu, Hai Zhao, Min Zhang


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Dialogue History Matters! Personalized Response Selectionin Multi-turn Retrieval-based Chatbots


Mar 17, 2021
Juntao Li, Chang Liu, Chongyang Tao, Zhangming Chan, Dongyan Zhao, Min Zhang, Rui Yan

* Accepted by ACM Transactions on Information Systems, 25 pages, 2 figures, 9 tables 

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R-PointHop: A Green, Accurate and Unsupervised Point Cloud Registration Method


Mar 15, 2021
Pranav Kadam, Min Zhang, Shan Liu, C. -C. Jay Kuo

* 13 pages, 11 figures 

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Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing


Mar 08, 2021
Ao Zhang, Kun Wu, Lijie Wang, Zhenghua Li, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang


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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: https://github.com/fyang235/DAEC 

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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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