Large Language Models for Mathematicians

arXiv:2312.04556v2 Announce Type: replace-cross
Abstract: Large language models (LLMs) such as ChatGPT have received immense interest for their general-purpose language understanding and, in particular, their ability to generate high-quality text or computer code. For many professions, LLMs represent an invaluable tool that can speed up and improve the quality of work. In this note, we discuss to what extent they can aid professional mathematicians. We first provide a mathematical description of the transformer model used in all modern language models. …

abstract arxiv chatgpt code computer cs.ai cs.cl cs.lg general generate language language models language understanding large language large language models llms math.ho quality speed text tool type understanding work