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Learning graph structure via graph convolutional networks 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 95, 期号: -, 页码: 308-318
作者:  Zhang, Qi;  Chang, Jianlong;  Meng, Gaofeng;  Xu, Shibiao;  Xiang, Shiming;  Pan, Chunhong
浏览  |  Adobe PDF(2475Kb)  |  收藏  |  浏览/下载：475/111  |  提交时间：2019/12/16
Deep learning  Graph convolutional neural networks  Graph structure learning  Changeable kernel sizes  
Improving short-text representation in convolutional networks by dependency parsing 期刊论文
KNOWLEDGE AND INFORMATION SYSTEMS, 2019, 卷号: 61, 期号: 1, 页码: 463-484
作者:  Zhang, Siheng;  Zhang, Wensheng;  Niu, Jinghao
浏览  |  Adobe PDF(1426Kb)  |  收藏  |  浏览/下载：305/80  |  提交时间：2019/12/16
Convolutional neural network  Dependency parsing  Question answering system  Question classification  Semantic equivalence  
Multi-task Character-Level Attentional Networks for Medical Concept Normalization 期刊论文
NEURAL PROCESSING LETTERS, 2019, 卷号: 49, 期号: 3, 页码: 1239-1256
作者:  Niu, Jinghao;  Yang, Yehui;  Zhang, Siheng;  Sun, Zhengya;  Zhang, Wensheng
Adobe PDF(756Kb)  |  收藏  |  浏览/下载：437/89  |  提交时间：2019/12/16
Convolutional neural network  Multi-task learning  Medical concept normalization  
Read, Watch, Listen, and Summarize: Multi-Modal Summarization for Asynchronous Text, Image, Audio and Video 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 5, 页码: 996-1009
作者:  Li, Haoran;  Zhu, Junnan;  Ma, Cong;  Zhang, Jiajun;  Zong, Chengqing
Adobe PDF(2826Kb)  |  收藏  |  浏览/下载：419/104  |  提交时间：2019/07/12
Summarization  multimedia  multi-modal  cross-modal  natural language processing  computer vision  
NPP: A neural popularity prediction model for social media content 期刊论文
Neurocomputing, 2019, 卷号: 333, 期号: 2019, 页码: 221–230
作者:  Guandan, Chen;  Qingchao, Kong;  Nan, Xu;  Wenji, Mao
Adobe PDF(1486Kb)  |  收藏  |  浏览/下载：492/233  |  提交时间：2019/05/06
Social Media  Popularity Prediction  Deep Neural Network  Attention Mechanism