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Sequential Attention Module for Natural Language Processing


Sep 07, 2021
Mengyuan Zhou, Jian Ma, Haiqin Yang, Lianxin Jiang, Yang Mo

* 10 pages, 4 figures, 5 tables 

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PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation


Apr 21, 2021
Shuyi Xie, Jian Ma, Haiqin Yang, Lianxin Jiang, Yang Mo, Jianping Shen

* 7 pages, 2 figures, 2 tables, winning solution on En-Ar, En-Fr, En-Ru, and En-Zh cross-lingual tasks of SemEval'21 Task 2 

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Sattiy at SemEval-2021 Task 9: An Ensemble Solution for Statement Verification and Evidence Finding with Tables


Apr 21, 2021
Xiaoyi Ruan, Meizhi Jin, Jian Ma, Haiqin Yang, Lianxin Jiang, Yang Mo, Mengyuan Zhou

* 7 pages, 1 figure, 3 tables, the champion solution for SemEval-21 Task 9 

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MagicPai at SemEval-2021 Task 7: Method for Detecting and Rating Humor Based on Multi-Task Adversarial Training


Apr 21, 2021
Jian Ma, Shuyi Xie, Haiqin Yang, Lianxin Jiang, Mengyuan Zhou, Xiaoyi Ruan, Yang Mo

* A system for SemEval-2021 Task 7 
* 7 pages, 1 figure, 4 tables 

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Associations between finger tapping, gait and fall risk with application to fall risk assessment


Jun 30, 2020
Jian Ma

* 18 pages, 6 figures 

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Rescaling Egocentric Vision


Jun 23, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

* Dataset available from: http://epic-kitchens.github.io/ 

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copent: Estimating Copula Entropy in R


May 27, 2020
Jian Ma


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Predicting MMSE Score from Finger-Tapping Measurement


Apr 18, 2020
Jian Ma


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Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing


Feb 27, 2020
Ziqi Liu, Dong Wang, Qianyu Yu, Zhiqiang Zhang, Yue Shen, Jian Ma, Wenliang Zhong, Jinjie Gu, Jun Zhou, Shuang Yang, Yuan Qi


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Predicting TUG score from gait characteristics based on video analysis and machine learning


Feb 23, 2020
Jian Ma


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Hyper-SAGNN: a self-attention based graph neural network for hypergraphs


Nov 06, 2019
Ruochi Zhang, Yuesong Zou, Jian Ma


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Rotation Equivariance and Invariance in Convolutional Neural Networks


May 31, 2018
Benjamin Chidester, Minh N. Do, Jian Ma


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On the Reconstruction Risk of Convolutional Sparse Dictionary Learning


Feb 24, 2018
Shashank Singh, Barnabás Póczos, Jian Ma


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Speeding Up Latent Variable Gaussian Graphical Model Estimation via Nonconvex Optimizations


Feb 28, 2017
Pan Xu, Jian Ma, Quanquan Gu

* 29 pages, 5 figures, 3 tables 

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A new correlation clustering method for cancer mutation analysis


Jan 25, 2016
Jack P. Hou, Amin Emad, Gregory J. Puleo, Jian Ma, Olgica Milenkovic

* 22 pages, 4 figures 

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Mutual information is copula entropy


Aug 06, 2008
Jian Ma, Zengqi Sun


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Dependence Structure Estimation via Copula


Apr 28, 2008
Jian Ma, Zengqi Sun


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Copula Component Analysis


Mar 20, 2007
Jian Ma, Zengqi Sun


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