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Jun, 2024
关于代码生成的大型语言模型调查
A Survey on Large Language Models for Code Generation
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Juyong Jiang, Fan Wang, Jiasi Shen, Sungju Kim, Sunghun Kim
TL;DR
基于大规模语言模型的代码生成领域的综述,介绍了对LLMs在代码生成领域的最新进展、数据处理、性能评估、实际应用,对学术与实践之间的差距进行了分析,提出了关键挑战和机遇,并提供了一个资源网站以记录和传播该领域的最新进展。
Abstract
large language models
(LLMs) have garnered remarkable advancements across diverse code-related tasks, known as
code llms
, particularly in
code ge
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