Efficient Leave-one-out Approximation in LLM Multi-agent Debate Based on Introspection

Yue Cui, Liuyi Yao, Zitao Li +3

Multi-agent systems based on large language models (LLMs) advance automatic task completion in various fields, where debate is a common cooperation form for agents to solve complic…