Self-Interaction Attention Mechanism-Based Text Representation for Document Classification

Document classification has a broad application in the field of sentiment classification, document ranking and topic labeling, etc. Previous neural network-based work has mainly focused on investigating a so-called forward implication, i.e., the preceding text segments are taken as the context of th...

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Bibliographic Details
Main Authors: Jianming Zheng, Fei Cai, Taihua Shao, Honghui Chen
Format: Article
Language:English
Published: MDPI AG 2018-04-01
Series:Applied Sciences
Subjects:
Online Access:http://www.mdpi.com/2076-3417/8/4/613