Beyond Classification: Financial Reasoning in State-of-the-Art Language Models

Understand

Large Language Models (LLMs), consisting of 100 billion or more parameters, have demonstrated remarkable ability in complex multi-step reasoning tasks.

• However, the application of such generic advancements has been limited to a few fields, such as clinical or legal, with the field of financial reasoning remaining largely unexplored.
• To the best of our knowledge, the ability of LLMs to solve financial reasoning problems has never been dealt with, and whether it can be performed at any scale remains unknown.
• To address this knowledge gap, this research presents a comprehensive investigation into the potential application of LLMs in the financial domain.