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Apr, 2023
教授大型语言模型自我调试技能
Teaching Large Language Models to Self-Debug
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Xinyun Chen, Maxwell Lin, Nathanael Schärli, Denny Zhou
TL;DR
本论文结合自我调试技术和大型语言模型,提出了一种代码生成方法,不依靠反馈信息和测试用例,实现了语言模型的自我纠错和错误说明能力,从而在文本到SQL生成、C++到Python转换等方面,取得了更优秀的性能表现。
Abstract
large language models
(LLMs) have achieved impressive performance on
code generation
. However, for complex programming tasks, generating the correct solution in one go becomes challenging, thus some prior works h
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