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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Bibliographic Details
Main Author: Ping Li
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2022-03-01
Series:EAI Endorsed Transactions on Scalable Information Systems
Subjects:
Online Access:https://eudl.eu/pdf/10.4108/eai.12-11-2021.172103