Reasoning or Overthinking: Evaluating Large Language Models on Financial Sentiment Analysis

Dimitris Vamvourellis, Dhagash Mehta

We investigate the effectiveness of large language models (LLMs), including reasoning-based and non-reasoning models, in performing zero-shot financial sentiment analysis. Using th…