Multi-level textual-visual alignment and fusion network for multimodal aspect-based sentiment analysis
You Li,
Han Ding,
Yuming Lin
et al.
Abstract:Multimodal Aspect-Based Sentiment Analysis (MABSA) is an essential task in sentiment analysis that has garnered considerable attention in recent years. Typical approaches in MABSA often utilize cross-modal Transformers to capture interactions between textual and visual modalities. However, bridging the semantic gap between modalities spaces and addressing interference from irrelevant visual objects at different scales remains challenging. To tackle these limitations, we present the Multi-level Textual-Visual A… Show more
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