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Apr, 2023
LLM+P:利用最优规划提升大型语言模型的性能
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency
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Bo Liu, Yuqian Jiang, Xiaohan Zhang, Qiang Liu, Shiqi Zhang...
TL;DR
本文介绍了LLM + P框架,将经典计划器的优点结合到大语言模型中,可以通过自然语言描述解决计划问题,经过实验发现LLM + P可以提供大多数问题的最优解,而LLMs则无法为大多数问题提供甚至可行的计划。
Abstract
large language models
(LLMs) have demonstrated remarkable
zero-shot generalization
abilities: state-of-the-art chatbots can provide plausible answers to many common questions that arise in daily life. However, so
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