Preprint
Oct 2026
Reliability-Aware Multimodal Sentiment Prediction Under Local Modality Missingness
Multimodal sentiment models are usually evaluated on complete utterances, yet streams often lose a contiguous span of text, audio, or video. We study local missingness on aligned CMU-MOSEI features. Our reliability-aware network (RM-Net) keeps the original temporal positions, represents unobserved positions with a lear...
Ming-Hao Kong, Deng-Deng Yao, Xi Zhang et al.
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