Semantically Enriching Investor Micro-blogs for Opinion-Aware Emotion Analysis: A Practical Approach

This research proposes semantically enriching investor micro-blogs to enhance opinion-aware emotion analysis. It augments the StockEmotions dataset with granular opinion graphs using an LLM pipeline and demonstrates improved classification performance with Graph Neural Networks.