A survey of LLM-based optimization modeling, plus an audit revealing high error rates in existing benchmarks and a cleaned leaderboard.
Autoformulation of mathematical optimization models using llms, 2024
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A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions
A survey of LLM-based optimization modeling, plus an audit revealing high error rates in existing benchmarks and a cleaned leaderboard.