Can News Predict the Market? Limits of Zero-Shot Financial NLP and the Role of Explainable AI

Ali M Karaoglu, Shreyank N Gowda

Can financial news reliably predict short-term stock movements? Despite advances in large language models, this question remains unresolved. We revisit this problem using a zero-sh…