Papers by Youhui Zuo
Beyond Polarity: Continuous Affect-Enhanced Multimodal Aspect-Based Sentiment Classification (2026.findings-acl)
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| Challenge: | Existing methods for multimodal aspect-based sentiment classification exploit discrete polarity patterns and generic visual embeddings. |
| Approach: | They propose a Valence–Arousal–Dominance(VAD)-Enhanced MABSC framework that integrates VAD signals into multimodal sentiment reasoning and learns emotion-sensitive image representations. |
| Outcome: | The proposed framework brings VAD signals into multimodal sentiment reasoning and learns emotion-sensitive image representations. |