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Improving short-text representation in convolutional networks by dependency parsing 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 61, 期号: 1, 页码: 463-484
Authors:  Zhang, Siheng;  Zhang, Wensheng;  Niu, Jinghao
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Convolutional neural network  Dependency parsing  Question answering system  Question classification  Semantic equivalence  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
Authors:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
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Convolutional neural network  Multi-task learning  Medical concept normalization  
Re-KISSME: A robust resampling scheme for distance metric learning in the presence of label noise 期刊论文
NEUROCOMPUTING, 2019, 卷号: 330, 期号: 22, 页码: 138-150
Authors:  Zeng, Fanxia;  Zhang, Wensheng;  Zhang, Siheng;  Zheng, Nan
View  |  Adobe PDF(917Kb)  |  Favorite  |  View/Download：82/4  |  Submit date：2019/07/12
Resampling scheme  KISSME  Distance metric learning  Label noise