Erik Cambria

RAMP: Retrieval Augmented Deep Perturbation Prompt Learning for Multimodal Aspect Based Sentiment Analysis

Multimodal aspect based sentiment analysis (MABSA) aims to infer the sentiment polarity toward a specific aspect by jointly leveraging textual and visual evidence. Despite recent progress, existing methods still suffer from three major limitations: they often rely on static share...