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Yin Qian

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Open access Jul 2026

LAPM-RA: Reward-Adaptive Prompt Learning with LLM Augmentation for Multimodal Sentiment Analysis

This work proposes LLM-Augmented Prompt Learning for Multimodal Sentiment Analysis with Reward Adaptation (LAPM-RA), a unified framework integrating LLM-based sentiment-aware augmentation, reward-guided prompt selection, and context-aware multimodal fusion.

Zhi Zhu, Cheng Kuang, Yin Qian · Informatics · 0 citations