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contribution estimation 1LLM retrieval augmentation 1long-horizon reasoning 1manufacturing inspection 1memory management 1

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20242026
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cs.MM2026

Dynamic Interaction-Aware and Causality-Disentangled Framework for Multimodal Sentiment Analysis

Guangyuan Dong, Ziwei Hong, Shenghao Liu +9

Although Multimodal Sentiment Analysis (MSA) effectively leverages rich information from language, visual, and acoustic modalities, existing methods still face two core challenges:…