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What is A Comprehensive Review of Multimodal Financial Sentiment Analysis about?

This study reviews the impact of multimodal sentiment analysis, particularly in financial contexts, highlighting how textual, vocal, and emotional cues influence investor reactions and market dynamics. It finds that multimodal methods generally outperform traditional text-only approaches, but face challenges such as data scarcity and methodological inconsistencies. The review emphasizes the need for improved causal inference and explainability in multimodal frameworks to enhance their practical applicabilit

Author

International Journal of Innovative Science and Research Technology

Language

EN