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Sep, 2023
调和:圆桌会议通过多样LLMs达成共识提升推理能力
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
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Justin Chih-Yao Chen, Swarnadeep Saha, Mohit Bansal
TL;DR
通过多轮讨论、学习说服他人并采用加权投票机制,ReConcile 提出了一种多模型多智能体框架,以改进大型语言模型的推理能力,并达到更好的共识。
Abstract
large language models
(LLMs) still struggle with complex reasoning tasks. Motivated by the society of minds (Minsky, 1988), we propose
reconcile
, a
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