Do Large Language Models Truly Grasp Mathematics? An Empirical Exploration From Cognitive Psychology

Wei Xie, Shuoyoucheng Ma, Zhenhua Wang +4

The cognitive mechanism by which Large Language Models (LLMs) solve mathematical problems remains a widely debated and unresolved issue. Currently, there is little interpretable ex…