Long Length Document Classification by Local Convolutional Feature Aggregation

Long Length Document Classification by Local Convolutional Feature Aggregation

The exponential increase in online reviews and recommendations makes document classification and sentiment analysis a hot topic in academic and industrial research. Traditional deep learning based document classification methods require the use of full textual information to extract features. In thi...

Full description

Bibliographic Details
Main Authors: Liu Liu, Kaile Liu, Zhenghai Cong, Jiali Zhao, Yefei Ji, Jun He
Format: Article
Language:English
Published: MDPI AG 2018-07-01
Series:Algorithms
Subjects:
document classification
deep learning
convolutional feature aggregation
recurrent neural network
recurrent attention model
Online Access:http://www.mdpi.com/1999-4893/11/8/109

Internet

http://www.mdpi.com/1999-4893/11/8/109

Similar Items