Financial sentiment analysis is crucial for making informed decisions in the financial markets, as it helps predict … sentiment analysis, focusing on fine-tuning GPT-4o, GPT-4o-mini, BERT, and FinBERT, alongside comparisons with traditional … analysis by capturing intricate linguistic patterns. In this study, we explore the application of deep learning for financial …

sentiment analysis, offering considerable advancement in the field of financial machine learning. … performance gap. This research provides a novel solution to the challenges of data privacy and labeled data scarcity in financial …