Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences

Hadi Hosseini, Samarth Khanna, Ronak Singh

The rise of Large Language Models (LLMs) has driven progress in reasoning tasks -- from program synthesis to scientific hypothesis generation -- yet their ability to handle ranked…