Attention-based BILSTM network with part-of-speech features for Chinese text classification

The Chinese classification methods based on LSTM can correctly identify the category oftext, but such classification methods mainly focus on learning the text fragments related to the theme without aiming at other aspects of the words in context, especially the implicit feature information contained...

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Bibliographic Details
Main Authors: Chengliang GAO, Hua XU, Kai GAO
Format: Article
Language:zho
Published: Hebei University of Science and Technology 2018-10-01
Series:Journal of Hebei University of Science and Technology
Subjects:
Online Access:http://xuebao.hebust.edu.cn/hbkjdx/ch/reader/create_pdf.aspx?file_no=b201805010&flag=1&journal_