IEEE

Multimodal Aspect-Based Sentiment Analysis With Plugin-Enhanced Large Language Models

Abstract: Multimodal aspect-based sentiment analysis (MABSA) is a challenging task that predicts sentiment polarity for specific aspect terms based on inputs across modalities. Existing approaches ...
IEEE

An Active Learning-Based Alternative Reinforcement Contextual Information Fusion Model for Multimodal Sentiment Analysis

Abstract: Multimodal Sentiment Analysis (MSA) combines data from multiple modalities to accurately interpret human emotional states. Despite recent advancements, deep learning-based MSA models ...