Can LLMs Master Math? Investigating Large Language Models on Math Stack Exchange

arXiv:2404.00344v1 Announce Type: new
Abstract: Large Language Models (LLMs) have demonstrated exceptional capabilities in various natural language tasks, often achieving performances that surpass those of humans. Despite these advancements, the domain of mathematics presents a distinctive challenge, primarily due to its specialized structure and the precision it demands. In this study, we adopted a two-step approach for investigating the proficiency of LLMs in answering mathematical questions. First, we employ the most effective LLMs, as identified by their performance on math …

arxiv cs.ai cs.cl cs.ir language language models large language large language models llms master math stack stack exchange type