Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering

The author explores the mathematical reasoning capabilities of Large Language Models (LLMs) on financial tabular datasets, focusing on sensitivity to table complexity and performance variations with arithmetic reasoning steps.