EvoCut: Strengthening Integer Programs via Evolution-Guided Language Models Paper • 2508.11850 • Published 8 days ago • 3
CP-Bench: Evaluating Large Language Models for Constraint Modelling Paper • 2506.06052 • Published Jun 6 • 1
CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization Paper • 2504.04310 • Published Apr 6
OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling Paper • 2407.09887 • Published Jul 13, 2024
Evaluating LLM Reasoning in the Operations Research Domain with ORQA Paper • 2412.17874 • Published Dec 22, 2024 • 1
MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem Paper • 2505.14148 • Published May 20 • 1
NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions Paper • 2303.08233 • Published Mar 14, 2023 • 1
OptiMUS: Scalable Optimization Modeling with (MI)LP Solvers and Large Language Models Paper • 2402.10172 • Published Feb 15, 2024 • 1
ORLM: Training Large Language Models for Optimization Modeling Paper • 2405.17743 • Published May 28, 2024 • 3