DebUnc: Improving Large Language Model Agent Communication With Uncertainty Metrics

Luke Yoffe, Alfonso Amayuelas, William Yang Wang

Multi-agent debates have been introduced to improve the accuracy of Large Language Models (LLMs) by having multiple agents discuss solutions to a problem over several rounds of deb…