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A neural topic model with word vectors and entity vectors for short texts 期刊论文
INFORMATION PROCESSING & MANAGEMENT, 2021, 卷号: 58, 期号: 2, 页码: 11
作者:  Zhao, Xiaowei;  Wang, Deqing;  Zhao, Zhengyang;  Liu, Wei;  Lu, Chenwei;  Zhuang, Fuzhen
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Topic model  Short text  Variational auto-encoder  Word embedding  Entity embedding  
Coarse Alignment of Topic and Sentiment: A Unified Model for Cross-Lingual Sentiment Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 卷号: 32, 期号: 2, 页码: 736-747
作者:  Wang, Deqing;  Jing, Baoyu;  Lu, Chenwei;  Wu, Junjie;  Liu, Guannan;  Du, Chenguang;  Zhuang, Fuzhen
收藏  |  浏览/下载:42/0  |  提交时间:2021/12/01
Data models  Task analysis  Semantics  Learning systems  Bridges  Logistics  Vocabulary  Coarse alignment  cross-lingual sentiment classification (CLSC)  topic model  
Softly Associative Transfer Learning for Cross-Domain Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 11, 页码: 4709-4721
作者:  Wang, Deqing;  Lu, Chenwei;  Wu, Junjie;  Liu, Hongfu;  Zhang, Wenjie;  Zhuang, Fuzhen;  Zhang, Hui
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/01
Task analysis  Knowledge transfer  Matrix decomposition  Bridges  Optimization  Data models  Feature extraction  Cross-domain text classification  non-negative matrix tri-factorizations (NMTFs)  softly associative transfer learning (sa-TL)