Empowering Small Language Models with Factual Hallucination-Aware Reasoning for Financial Classification

Han Yuan, Yilin Wu, Li Zhang +1

Small language models (SLMs) are increasingly used for financial classification due to their fast inference and local deployability. However, compared with large language models, S…