Hybrid neural network model based on multi-head attention for English text emotion analysis

Li, Ping (2021) Hybrid neural network model based on multi-head attention for English text emotion analysis. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

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 em

Item Type: Article
Date Deposited: 04 Mar 2026 15:11
Last Modified: 11 Apr 2026 15:38
URI: http://eprints.eai.eu/id/eprint/38152

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