cs.CL

Formula-One Prompting: Equation-First Reasoning For Applied Mathematics

arXiv:2601.19302v2 Announce Type: replace
Abstract: LLMs encode vast mathematical knowledge including governing equations from pretraining on equation-rich corpora, yet existing prompting methods, including Chain-of-Thought (CoT) and Program-of-Though…