Text Classification Based on Graph Convolution Neural Network and Attention Mechanism

被引：0
|
作者：
Zhai, Sheping [1 ]
Zhang, Wenqing [2 ]
Cheng, Dabao [2 ]
Bai, Xiaoxia [2 ]
机构：
[1] Xi'an University of Posts and Telecommunications, Shaanxi Provincial Key Laboratory of Network Data, China
[2] Xi'an University of Posts and Telecommunications, China
来源：
ACM International Conference Proceeding Series | 2022年
关键词：
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I：
5th International Conference on Artificial Intelligence and Pattern Recognition, AIPR 2022
中图分类号：
学科分类号：
摘要：
Classification (of information) - Convolution - Extraction - Semantics - Text processing
引用
收藏
页码：137 / 142
相关论文
共 50 条
  • [31] Electroencephalogram-Based Attention Level Classification Using Convolution Attention Memory Neural Network
    Toa, Chean Khim
    Sim, Kok Swee
    Tan, Shing Chiang
    [J]. IEEE ACCESS, 2021, 9 (09): : 58870 - 58881
  • [32] An Improved Approach for Text Sentiment Classification Based on a Deep Neural Network via a Sentiment Attention Mechanism
    Li, Wenkuan
    Liu, Peiyu
    Zhang, Qiuyue
    Liu, Wenfeng
    [J]. FUTURE INTERNET, 2019, 11 (04):
  • [33] Deep Attention Diffusion Graph Neural Networks for Text Classification
    Liu, Yonghao
    Guan, Renchu
    Giunchiglia, Fausto
    Liang, Yanchun
    Feng, Xiaoyue
    [J]. 2021 CONFERENCE ON EMPIRICAL METHODS IN NATURAL LANGUAGE PROCESSING (EMNLP 2021), 2021, : 8142 - 8152
  • [34] Spatiotemporal convolution sleep network based on graph attention mechanism with automatic feature extraction
    Hu, Yidong
    Shi, Wenbin
    Yeh, Chien-Hung
    [J]. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 244
  • [35] MOOC Courses Recommendation Algorithm Based on Attention Mechanism Enhanced Graph Convolution Network
    Wang, Xiaoyin
    Guo, Xiaojun
    [J]. ADVANCES IN NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, ICNC-FSKD 2022, 2023, 153 : 218 - 227
  • [36] Attention Mechanism Based Spatial-Temporal Graph Convolution Network for Traffic Prediction
    Xiao, Wenjuan
    Wang, Xiaoming
    [J]. Journal of Computers (Taiwan), 2024, 35 (04) : 93 - 108
  • [37] Airborne LiDAR point cloud classification with global-local graph attention convolution neural network
    Wen, Congcong
    Li, Xiang
    Yao, Xiaojing
    Peng, Ling
    Chi, Tianhe
    [J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2021, 173 : 181 - 194
  • [38] Airborne LiDAR point cloud classification with global-local graph attention convolution neural network
    Wen, Congcong
    Li, Xiang
    Yao, Xiaojing
    Peng, Ling
    Chi, Tianhe
    [J]. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2021, 173 : 181 - 194
  • [39] ResGAT: an improved graph neural network based on multi-head attention mechanism and residual network for paper classification
    Xuejian Huang
    Zhibin Wu
    Gensheng Wang
    Zhipeng Li
    Yuansheng Luo
    Xiaofang Wu
    [J]. Scientometrics, 2024, 129 : 1015 - 1036
  • [40] ResGAT: an improved graph neural network based on multi-head attention mechanism and residual network for paper classification
    Huang, Xuejian
    Wu, Zhibin
    Wang, Gensheng
    Li, Zhipeng
    Luo, Yuansheng
    Wu, Xiaofang
    [J]. SCIENTOMETRICS, 2024, 129 (02) : 1015 - 1036
12345