Numerical Sensitivity and Robustness: Exploring the Flaws of Mathematical Reasoning in Large Language Models

Zhishen Sun, Guang Dai, Ivor Tsang +1

LLMs have made significant progress in the field of mathematical reasoning, but whether they have true the mathematical understanding ability is still controversial. To explore thi…