On financial sentiment classification, zero-shot LLMs match human labels better without chain-of-thought reasoning than with it.
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Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis
On financial sentiment classification, zero-shot LLMs match human labels better without chain-of-thought reasoning than with it.