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cs.AI 1

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2026 1

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Strategy-Aware Optimization Modeling with Reasoning LLMs

cs.AI · 2026-05-04 · unverdicted · novelty 6.0

SAGE makes modeling strategy explicit during dataset construction and post-training with Segment-Weighted GRPO, raising average pass@1 from 72.7 to 80.3 while increasing formulation diversity and producing 14.2% more compact constraint systems.

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  • Strategy-Aware Optimization Modeling with Reasoning LLMs cs.AI · 2026-05-04 · unverdicted · none · ref 8

    SAGE makes modeling strategy explicit during dataset construction and post-training with Segment-Weighted GRPO, raising average pass@1 from 72.7 to 80.3 while increasing formulation diversity and producing 14.2% more compact constraint systems.