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Effectively training neural machine translation models with monolingual data 期刊论文
NEUROCOMPUTING, 2019, 卷号: 333, 页码: 240-247
Authors:  Yang, Zhen;  Chen, Wei;  Wang, Feng;  Xu, Bo
Favorite  |  View/Download:6/0  |  Submit date:2019/07/12
Neural machine translation  Monolingual data  Gate-enhanced  Source-side and target-side  Effectively  
Distant supervision for relation extraction with hierarchical selective attention 期刊论文
NEURAL NETWORKS, 2018, 期号: 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:8/1  |  Submit date:2019/10/07
Relation Extraction  Distant Supervision  Hierarchical Attention Piecewise  Convolutional Neural Networks  
Efficient coding matters in the organization of the early visual system 期刊论文
NEURAL NETWORKS, 2018, 卷号: 105, 页码: 218-226
Authors:  Kong, Qingqun;  Han, Jiuqi;  Zeng, Yi;  Xu, Bo
Favorite  |  View/Download:47/0  |  Submit date:2018/10/10
Early Visual Stages  Hierarchical Structure  Efficient Coding  Brain-inspired Neural Networks  
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:140/45  |  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:158/46  |  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:169/79  |  Submit date:2017/09/21
Chinese Conversation  Short Text  Sentiment Analysis  Machine Learning  Deep Neural Networks  
Hybrid Attention Networks for Chinese Short Text Classification 会议论文
, Budapest, Hungary, April 17-23, 2017
Authors:  Zhou, Yujun;  Xu, Jiaming;  Cao, Jie;  Xu, Bo;  Li, Changliang;  Xu, Bo
View  |  Adobe PDF(788Kb)  |  Favorite  |  View/Download:158/65  |  Submit date:2017/12/07
Chinese Short Text  Text Classification  Attentive Mechanism  Convolutional Neural Network  Recurrent Neural Network  
A neural network framework for relation extraction: Learning entity semantic and relation pattern 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2016, 卷号: 114, 期号: 1, 页码: 12-23
Authors:  Zheng, Suncong;  Xu, Jiaming;  Zhou, Peng;  Bao, Hongyun;  Qi, Zhenyu;  Xu, Bo;  bao hongyun
View  |  Adobe PDF(1872Kb)  |  Favorite  |  View/Download:690/428  |  Submit date:2016/10/24
Relation Extraction  Deep Neural Network  Convolutional Neural Network  Entity Embedding  Keywords Extraction  
Hierarchical Memory Networks for Answer Selection on Unknown Words 会议论文
Coling, 日本大阪, 2016-12
Authors:  Xu, Jiaming;  Shi, Jing;  Yao, Yiqun;  Zheng, Suncong;  Xu, Bo;  Xu, Bo
View  |  Adobe PDF(718Kb)  |  Favorite  |  View/Download:75/8  |  Submit date:2017/05/10
对话系统  神经网络  深度学习  
Combining Lexical and Semantic-based Features for Answer Sentence Selection 会议论文
, 日本大阪, 2016-12
Authors:  Shi, Jing;  Xu, Jiaming;  Yao, Yiqun;  Zheng, Suncong;  Xu, Bo
View  |  Adobe PDF(4589Kb)  |  Favorite  |  View/Download:98/16  |  Submit date:2017/05/10
Question Answering  Answer Sentence Selction