Reasoning with Preference Constraints: A Benchmark for Language Models in Many-to-One Matching Markets

Marylou Fauchard, Florian Carichon, Margarida Carvalho, Golnoosh Farnadi

Published: 22 Sept 2025, Last Modified: 03 Jan 2026WiML @ NeurIPS 2025EveryoneRevisionsBibTeXCC BY 4.0
Keywords: LLMs, Benchmark, Combinatorial Optimization, Preference Constraints, Reasoning, College Admission Problem
Submission Number: 43