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cross-modal interaction 1deep learning 1modality-specific refinement 1multimodal fusion 1sentiment analysis 1

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cs.CL2026

Segregate, Refine, Integrate: Decomposing Multimodal Fusion for Sentiment Analysis

Alexios Filippakopoulos, Elias Kallioras, Nikolaos Xiros +2

The paper introduces SeRIn, a multimodal fusion architecture that separates modality-specific refinement from cross‑modal integration, improving sentiment analysis performance on b…