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Amer Goel

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Preprint Oct 2026

ASTOR: Benchmarking and Improving Autoformulation for Soft-Constraint Optimization with a Formal Grammar

Real-world decision problems combine two qualitatively different kinds of constraints: requirements that must be satisfied, called hard constraints, and preferences that can be violated, called soft constraints. Because these problems are often posed to decision-makers in natural language, large language models offer a...

Amer Goel, Yeganeh Alimohammadi, Andrew Daw · 0 citations

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