HGTFM: Hierarchical Gating-Driven Transformer Fusion Model for Robust Multimodal Sentiment Analysis

In multimodal sentiment analysis, a significant challenge lies in quantifying the contribution of each modality and achieving effective modality fusion. This paper presents a Hierarchical Gating-Driven Transformer Fusion Model (HGTFM), which effectively achieves multimodal data fusion through an adv...

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Autors principals:	Chengcheng Yang, Zhiyao Liang, Dashun Yan, Zeng Hu, Ting Wu
Format:	Artigo
Idioma:	Inglês
Publicat:	IEEE 2025-01-01
Col·lecció:	IEEE Access
Matèries:	Multimodal sentiment analysis hierarchical gated fusion module modality interaction network unimodal label generation module
Accés en línia:	https://ieeexplore.ieee.org/document/10965686/
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