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Battle of transformers: Adversarial attacks on financial sentiment models

2026 · Journal of Banking & Finance

Financial sentiment analysis models, which extract meaning from vast amounts of unstructured data, play a crucial role in sentiment-driven financial decisions. However, the complex and domain-specific language used in finance poses unique challenges for adversarial …