Modality-Enhanced Multimodal Integrated Fusion Attention Model for Sentiment Analysis

Multimodal sentiment analysis aims to utilize multisource information such as text, speech and vision to more comprehensively and accurately identify an individual’s emotional state. However, existing methods still face challenges in practical applications, including modality heterogeneity, insuffic...

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Bibliographic Details

Main Authors:	Zhenwei Zhang, Wenyan Wu, Tao Yuan, Guang Feng
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2025-10-01
Series:	Applied Sciences
Subjects:	modality enhancement multimodal sentiment recognition attention mechanism gated fusion multiscale feature encoding
Online Access:	https://www.mdpi.com/2076-3417/15/19/10825
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