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Binxiao Yu

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Jul 2026

Multimodal sentiment analysis based on image captions and aspect-guided soft prompts

This work proposes a novel framework that employs the pre-trained vision-language model BLIP (Bootstrapping Language-Image Pre-training) to generate descriptive image captions and introduces an aspect-guided soft prompt mechanism that enables dynamic interaction between aspect terms and multimodal features, thereby mitigating the effects of structural irregularities.

Yuchen Li, Changhong Yu, Binxiao Yu · 0 citations