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Jie Song

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Preprint Oct 2026

Fix What's Wrong, Keep What's Right: Hallucination Repair for LLM-Based Optimization Modeling

Large language models (LLMs) are increasingly being explored to automate operations research modeling, reduce modeling time and lower the expertise barrier to optimization based decision support. However, this process often introduces inconsistencies between generated artifacts and the original problem, which we refer...

Jia-Geng Wu, Chao Shen, Zi-Han Guo et al. · 0 citations

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