Text feature extraction based on deep learning: a review

Text feature extraction based on deep learning: a review

Abstract Selection of text feature item is a basic and important matter for text mining and information retrieval. Traditional methods of feature extraction require handcrafted features. To hand-design, an effective feature is a lengthy process, but aiming at new applications, deep learning enables...

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Bibliographic Details
Main Authors: Hong Liang, Xiao Sun, Yunlei Sun, Yuan Gao
Format: Article
Language:English
Published: SpringerOpen 2017-12-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Deep learning
Feature extraction
Text characteristic
Natural language processing
Text mining
Online Access:http://link.springer.com/article/10.1186/s13638-017-0993-1

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http://link.springer.com/article/10.1186/s13638-017-0993-1

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