A knowledge-transfer network reconstructs missing audio features and uses cross-modality attention to improve multimodal sentiment analysis, showing gains over baselines on three datasets.
Words can shift: Dynamically adjusting word representations using nonverbal behaviors,
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Multimodal Sentiment Analysis with Missing Modality: A Knowledge-Transfer Approach
A knowledge-transfer network reconstructs missing audio features and uses cross-modality attention to improve multimodal sentiment analysis, showing gains over baselines on three datasets.