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Si-Han Ge

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#artificial intelligence Preprint Sep 2026

Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization

This work introduces OR-Clarify, a benchmark for pre-formulation clarification and proposes Interactive Optimization (InterOPT), a two-stage framework that identifies unresolved formulation-critical gaps and uses them to guide whether to ask the next question or to stop.

Si-Han Ge, Yi-Chen Lin, Chen-Yu Zhou et al. · 0 citations