An Improved Approach for Text Sentiment Classification Based on a Deep Neural Network via a Sentiment Attention Mechanism

An Improved Approach for Text Sentiment Classification Based on a Deep Neural Network via a Sentiment Attention Mechanism

Text sentiment analysis is an important but challenging task. Remarkable success has been achieved along with the wide application of deep learning methods, but deep learning methods dealing with text sentiment classification tasks cannot fully exploit sentiment linguistic knowledge, which hinders t...

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Bibliographic Details
Main Authors: Wenkuan Li, Peiyu Liu, Qiuyue Zhang, Wenfeng Liu
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Future Internet
Subjects:
deep learning
sentiment attention mechanism
bidirectional gated recurrent unit
convolutional neural network
Online Access:https://www.mdpi.com/1999-5903/11/4/96

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