The Study on the Text Classification Based on Graph Convolutional Network and BiLSTM

The Study on the Text Classification Based on Graph Convolutional Network and BiLSTM

Graph Convolutional Neural Network (GCN) is widely used in text classification tasks. Furthermore, it has been effectively used to accomplish tasks that are thought to have a rich relational structure. However, due to the sparse adjacency matrix constructed by GCN, GCN cannot make full use of contex...

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书目详细资料
Main Authors: Bingxin Xue, Cui Zhu, Xuan Wang, Wenjun Zhu
格式: 文件
语言:English
出版: MDPI AG 2022-08-01
丛编:Applied Sciences
主题:
text classification
graph convolutional network
dependencies
Bi-directional Long Short-Term Memory
ResNet
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