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神经机器翻译模型研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  杨振
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神经机器翻译  多语义向量  对抗网络  无监督机器翻译  通用训练框架  低资源  
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:139/45  |  Submit date:2017/07/18
Semantic Clustering  Neural Networks  Short Text  Unsupervised Learning  
Public Cultural Knowledge Graph Platform 会议论文
, San Diego, CA, 2017-01-30
Authors:  Yi Yang;  Guigang Zhang;  Jian Wang;  Shufeng Ye;  Jianqiao Hu
View  |  Adobe PDF(339Kb)  |  Favorite  |  View/Download:92/30  |  Submit date:2018/01/02
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:152/42  |  Submit date:2017/09/21
Hierarchical Attention Networks  Chinese Conversation  Topic Classification  Recurrent Neural Networks  
Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification 期刊论文
NEUROCOMPUTING, 2016, 卷号: 174, 页码: 806-814
Authors:  Wang, Peng;  Xu, Bo;  Xu, Jiaming;  Tian, Guanhua;  Liu, Cheng-Lin;  Hao, Hongwei
View  |  Adobe PDF(627Kb)  |  Favorite  |  View/Download:1239/905  |  Submit date:2016/01/29
Short Text  Classification  Clustering  Convolutional Neural Network  Semantic Units  Word Embeddings  
Adaptive bit allocation product quantization 期刊论文
Neurocomputing, 2016, 卷号: 171, 页码: 866-877
Authors:  Guo QZ(郭勤振);  Zhi Zeng;  Shuwu Zhang;  Guixuan Zhang;  Yuan Zhang
View  |  Adobe PDF(899Kb)  |  Favorite  |  View/Download:90/28  |  Submit date:2016/06/20
Improving Short Text Classification by Learning Vector Representations of Both Words and Hidden Topics 期刊论文
Knowledge-Based Systems, 2016, 页码: 1-11
Authors:  Zhang H(张恒)
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Compositional Recurrent Neural Networks for Chinese Short Text Classification 会议论文
, Omaha, Nebraska, USA, October 13-16, 2016
Authors:  Zhou, Yujun;  Xu, Bo;  Xu, Jiaming;  Yang, Lei;  Li, Changliang;  Xu, Bo
View  |  Adobe PDF(354Kb)  |  Favorite  |  View/Download:252/165  |  Submit date:2017/12/07
Chinese Short Text  Text Classification  Convolutional Neural Network  Recurrent Neural Network  Word And Character Embeddings  
Semantic Clustering and Convolutional Neural Network for Short Text Categorization 会议论文
, Beijing, China, 2015-07-26 - 2015-07-31
Authors:  Wang, Peng;  Xu, Jiaming;  Xu, Bo;  Liu, Chenglin;  Zhang, Heng;  Wang, Fangyuan;  Hao, Hongwei
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Selecting feature subset with sparsity and low redundancy for unsupervised learning 期刊论文
Knowledge-Based Systems, 2015, 卷号: 86, 页码: 210 - 223
Authors:  Han, Jiuqi;  Sun, Zhengya;  Hao, Hongwei
View  |  Adobe PDF(944Kb)  |  Favorite  |  View/Download:96/30  |  Submit date:2016/06/22
Unsupervised Feature Selection  Nonnegative Spectral Analysis  Sparsity And Low Redundancy