LISTEN to Your Preferences: An LLM Framework for Multi-Objective Selection

Adam S. Jovine, Tinghan (Joe) Ye, Francis Bahk, Jingjing Wang, David B. Shmoys, Peter I. Frazier
January, 2025
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Type
Preprint
Publication
NeurIPS 2025 MLxOR Workshop: Mathematical Foundations and Operational Integration of Machine Learning for Uncertainty-Aware Decision-Making

We introduce an LLM-powered decision aid that captures qualitative preferences for multi-objective selection.

Tinghan (Joe) Ye
Tinghan (Joe) Ye

Ph.D. student at Georgia Tech ISyE, researching ML/LLM + optimization.