Beyond Majority Voting: LLM Aggregation by Leveraging Higher-Order Information

Rui Ai, Yuqi Pan, David Simchi-Levi +2

With the rapid progress of multi-agent large language model (LLM) reasoning, how to effectively aggregate answers from multiple LLMs has emerged as a fundamental challenge. Standar…