Multimodal sentiment analysis based on multi-layer feature fusion and multi-task learning

Abstract Multimodal sentiment analysis (MSA) aims to use a variety of sensors to obtain and process information to predict the intensity and polarity of human emotions. The main challenges faced by current multi-modal sentiment analysis include: how the model extracts emotional information in a sing...

Full description

Saved in:
Bibliographic Details
Main Authors: Yujian Cai, Xingguang Li, Yingyu Zhang, Jinsong Li, Fazheng Zhu, Lin Rao
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-85859-6
Tags: Add Tag
No Tags, Be the first to tag this record!