2025
OptMATH: A Scalable Bidirectional Data Synthesis Framework for Optimization Modeling
ICML 2025poster
Despite the rapid development of large language models (LLMs), a fundamental challenge persists: the lack of high-quality optimization modeling datasets hampers LLMs' robust modeling of practical optimization problems from natural language descriptions (NL). This data scarcity also contributes to th…