The Risks and Rewards of User Expressiveness in Revenue-Driven Recommendation
Yeganeh Alimohammadi, Rigel Galgana, Negin Golrezaei
· 1 citation
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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