A Novel Capsule Based Hybrid Neural Network for Sentiment Classification

A Novel Capsule Based Hybrid Neural Network for Sentiment Classification

Sentiment classification of short text is a challenging task because of limited contextual information. We propose a capsule-based hybrid neural network model which can obtain the implicit semantic information effectively. Bidirectional gated recurrent unit (BGRU) is applied in this model to achieve...

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Bibliographic Details
Main Authors: Yongping Du, Xiaozheng Zhao, Meng He, Wenyang Guo
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Sentiment classification
capsule network
bidirectional gated recurrent unit
deep learning
Online Access:https://ieeexplore.ieee.org/document/8672127/

Internet

https://ieeexplore.ieee.org/document/8672127/

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