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Jul, 2024
大语言模型生成的代码有什么问题?一项广泛研究
What's Wrong with Your Code Generated by Large Language Models? An Extensive Study
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Shihan Dou, Haoxiang Jia, Shenxi Wu, Huiyuan Zheng, Weikang Zhou...
TL;DR
使用大型语言模型进行代码生成的能力仍具有一定限制,代码生成的结果通常较为复杂且存在错误,通过研究相关的问题和推导出的漏洞类型,提出了一个训练自由的迭代方法来减少错误并增加合格率。
Abstract
The increasing development of
large language models
(LLMs) in
code generation
has drawn significant attention among researchers. To enhance LLM-based
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