Text Sentiment Orientation Analysis Based on Multi-Channel CNN and Bidirectional GRU With Attention Mechanism

Convolutional Neural Network(CNN) and Recurrent Neural Network(RNN) have been widely used in the field of text sentiment analysis and have achieved good results. However, there is an anteroposterior dependency between texts, although CNN can extract local information between consecutive words of a s...

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Detalhes bibliográficos

Principais autores:	Yan Cheng, Leibo Yao, Guoxiong Xiang, Guanghe Zhang, Tianwei Tang, Linhui Zhong
Formato:	Artigo
Idioma:	Inglês
Publicado em:	IEEE 2020-01-01
coleção:	IEEE Access
Assuntos:	Convolutional neural network bidirectional gated recurrent unit network attention mechanism text sentiment orientation analysis
Acesso em linha:	https://ieeexplore.ieee.org/document/9127893/
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