Hybrid neural network model based on multi-head attention for English text emotion analysis
Traditional Convolutional Neural Network (CNN) ignores the contextual semantics information when performing emotion analysis tasks. And CNN will lose a lot of feature information during the maximum pooling operation, which will limit the text classification performance. CNN cannot extract the emotio...
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Format: | Article |
Language: | English |
Published: |
European Alliance for Innovation (EAI)
2022-03-01
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Series: | EAI Endorsed Transactions on Scalable Information Systems |
Subjects: | |
Online Access: | https://eudl.eu/pdf/10.4108/eai.12-11-2021.172103 |