Document Classification Method Based on Context Awareness and Hierarchical Attention Network

Document Classification Method Based on Context Awareness and Hierarchical Attention Network

Document classification is a basic problem in the field of natural language processing (NLP). In recent years, although hierarchical attention networks have made progress, because each sentence is coded independently, bidirectional encoder used in the model can only consider the adjacent sentence of...

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Bibliographic Details
Main Author: REN Jianhua, LI Jing, MENG Xiangfu
Format: Article
Language:zho
Published: Journal of Computer Engineering and Applications Beijing Co., Ltd., Science Press 2021-02-01
Series:Jisuanji kexue yu tansuo
Subjects:
natural language processing (nlp)
document classification
context-aware
hierarchical attention
gating mechanism
Online Access:http://fcst.ceaj.org/CN/abstract/abstract2545.shtml

Internet

http://fcst.ceaj.org/CN/abstract/abstract2545.shtml

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