CASIA OpenIR
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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:89/46  |  Submit date:2018/10/09
Relation extraction  Distant supervision  Hierarchical attention  Piecewise convolutional neural networks  
Listen, Think and Listen Again: Capturing Top-down Auditory Attention for Speaker-independent Speech Separation 会议论文
, Stockholm, Sweden, 2018/07/13-2018/07/19
Authors:  Shi, Jing;  Xu, Jiaming;  Liu, Guangcan;  Xu, Bo
View  |  Adobe PDF(1145Kb)  |  Favorite  |  View/Download:79/30  |  Submit date:2018/10/09
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:69/13  |  Submit date:2018/10/30
One-shot Learning  Memory  Attention  Deep Reinforcement  
Modeling Attention and Memory for Auditory Selection in a Cocktail Party Environment 会议论文
, New Orleans, Louisiana, 2018/02/02-2018/02/07
Authors:  Xu, Jiaming;  Shi, Jing;  Liu, Guangcan;  Chen, Xiuyi;  Xu, Bo
View  |  Adobe PDF(2395Kb)  |  Favorite  |  View/Download:114/15  |  Submit date:2018/01/03
Cascaded Mutual Modulation for Visual Reasoning 会议论文
, Brussels, Belgium, 2018/10/31-2018/11/04
Authors:  Yao, Yiqun;  Xu, Jiaming;  Wang, Feng;  Xu, Bo
View  |  Adobe PDF(480Kb)  |  Favorite  |  View/Download:52/10  |  Submit date:2018/10/09
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:80/45  |  Submit date:2018/10/09
Natural Language Reasoning  Memory Networks  Image Schema  Logic Rules  Reinforcement Learning  
Joint entity and relation extraction based on a hybrid neural network 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 期号: 000, 页码: 59-66
Authors:  Zheng, Suncong;  Hao, Yuexing;  Lu, Dongyuan;  Bao, Hongyun;  Xu, Jiaming;  Hao, Hongwei;  Xu, Bo
View  |  Adobe PDF(1396Kb)  |  Favorite  |  View/Download:1788/1264  |  Submit date:2017/05/04
Neural Network  Information Extraction  Tagging  Classification  
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:112/31  |  Submit date:2017/07/18
Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning  
Hierarchical Hybrid Attention Networks for Chinese Conversation Topic Classification 会议论文
, Guangzhou, China, November 14-18, 2017
Authors:  Zhou, Yujun;  Li, Changliang;  Xu, Bo;  Xu, Jiaming;  Cao, Jie;  Xu, Bo
View  |  Adobe PDF(597Kb)  |  Favorite  |  View/Download:140/40  |  Submit date:2017/09/21
Hierarchical Attention Networks  Chinese Conversation  Topic Classification  Recurrent Neural Networks  
Constructing a Chinese Conversation Corpus for Sentiment Analysis 会议论文
, Dalian, China, November 8-12, 2017
Authors:  Zhou, Yujun;  Li, Changliang;  Xu, Bo;  Xu, Jiaming;  Yang, Lei;  Xu, Bo
View  |  Adobe PDF(293Kb)  |  Favorite  |  View/Download:143/62  |  Submit date:2017/09/21
Chinese Conversation  Short Text  Sentiment Analysis  Machine Learning  Deep Neural Networks