Adding annotators' instructions to the prompt raises LLM financial sentiment accuracy on a new WallStreetBets dataset by an average of 5.90 percent, and a confidence-based sentiment score helps stock prediction on some tickers.
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Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy
Adding annotators' instructions to the prompt raises LLM financial sentiment accuracy on a new WallStreetBets dataset by an average of 5.90 percent, and a confidence-based sentiment score helps stock prediction on some tickers.