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Distant supervision for relation extraction with hierarchical selective attention 期刊论文
NEURAL NETWORKS, 2018, 卷号: 108, 页码: 240-247
Authors:  Zhou, Peng;  Xu, Jiaming;  Qi, Zhenyu;  Bao, Hongyun;  Chen, Zhineng;  Xu, Bo
View  |  Adobe PDF(663Kb)  |  Favorite  |  View/Download:79/41  |  Submit date:2018/10/09
Relation extraction  Distant supervision  Hierarchical attention  Piecewise convolutional neural networks  
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks 期刊论文
NEURAL NETWORKS, 2018, 期号: 1, 页码: 1-27
Authors:  Shi, Jing;  Xu, Jiaming;  Yao, Yiqun;  Xu, Bo
View  |  Adobe PDF(533Kb)  |  Favorite  |  View/Download:66/12  |  Submit date:2018/10/30
One-shot Learning  Memory  Attention  Deep Reinforcement  
Learning to Activate Logic Rules for Textual Reasoning 期刊论文
NEURAL NETWORKS, 2018, 期号: 106, 页码: 42-49
Authors:  Yao, Yiqun;  Xu, Jiaming;  Shi, Jing;  Xu, Bo
View  |  Adobe PDF(449Kb)  |  Favorite  |  View/Download:70/39  |  Submit date:2018/10/09
Natural Language Reasoning  Memory Networks  Image Schema  Logic Rules  Reinforcement Learning  
Self-Taught convolutional neural networks for short text clustering 期刊论文
NEURAL NETWORKS, 2017, 期号: 88, 页码: 22-31
Authors:  Xu, Jiaming;  Xu, Bo;  Wang, Peng;  Zheng, Suncong;  Tian, Guanhua;  Zhao, Jun;  Xu, Bo
View  |  Adobe PDF(3099Kb)  |  Favorite  |  View/Download:102/28  |  Submit date:2017/07/18
Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning