AINeutralarXiv – CS AI · 15h ago6/10
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Constructing Industrial-Scale Optimization Modeling Benchmark
Researchers introduce MIPLIB-NL, a benchmark dataset of 223 industrial-scale optimization problems derived from real mixed-integer linear programs. The benchmark bridges natural-language problem descriptions with executable solver code, addressing a critical gap in evaluating large language models on realistic optimization tasks with thousands to millions of variables and constraints.