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20212025
most citedFrom Factor Models to Deep Learning: Machine Learning in Reshaping Empirical Asset Pricing

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cs.CL2025

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy

A M Muntasir Rahman, Ajim Uddin, Guiling "Grace" Wang

Financial sentiment analysis (FSA) presents unique challenges to LLMs that surpass those in typical sentiment analysis due to the nuanced language used in financial contexts. The p…