Enhancing Multi-Agent Debate System Performance via Confidence Expression

Zijie Lin, Bryan Hooi

Generative Large Language Models (LLMs) have demonstrated remarkable performance across a wide range of tasks. Recent research has introduced Multi-Agent Debate (MAD) systems, whic…