LLM4Decompile: Decompiling Binary Code with Large Language Models 摘要 反编译的目的是将编译后的代码恢复为人类可读的源代码,但在名称和结构等细节上遇到了困难。 大型语言模型(大语言模型)显示出编程任务的前景,激励其应用程序进行反编译。 但目前还没有开源的大语言模型可供反编译。 而且,现有的反编译评估系统...
Different techniques can achieve code completion, and recent research has focused on Deep Learning methods, particularly Large Language Models (LLMs) utilizing Transformer algorithms. While several research papers have focused on the use of LLMs for code completion, these studies are fragmented, and ...
[全网首发中文版]LLM4Decompile: Decompiling Binary Code with Large Language Models,反编译是将已编译的机器代码或字节码转换回高级编程语言的过程。当源代码无法访问时,通常会这样做来分析软件的工作原理Brumley等人(2013);Katz等人(2018);胡赛尼和多兰-加维特(2022)
最后,扩展了代码生成模型的更广泛影响,并讨论了模型的局限性,找到了很大的改进空间。 参考文献 Chen M, Tworek J, Jun H, et al. Evaluating large language models trained on code[J]. arXiv preprint arXiv:2107.03374, 2021. 发布于 2023-04-06 21:33・广东...
Large Language Models Meet NL2Code: A Survey Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou ACL 2023|June 2023 The task of generating code from a natural language description, or NL2Code, is considered a pressing and significant...
Different from the standalone nl2code task in Table 1, in real-world programming scenarios, we need to consider the code completion capability in the context of the cursor position. Generally, various open-source large language models for code incorporate the Fill in the Middle (FIM) mode durin...
This repository provides an overview of all components from the paperOctoPack: Instruction Tuning Code Large Language Models.Link to 5-min videoon the paper presented by Niklas Muennighoff. Overview DataCommitPack4TB of GitHub commits across 350 programming languages ...
Large Language Models Meet NL2Code: A Survey Bei Chen, Daoguang Zan, Fengji Zhang, Dianjie Lu, Bingchao Wu, Bei Guan, Yongji Wang, Jian-Guang Lou ACL 2023|June 2023 Download BibTex The task of generating code from a natural language description, or NL2Code, is considered a pressing and...
DeepSeek-Coder When the Large Language Model Meets Programming - The Rise of Code Intelligence-deepseek编码器:当大型语言模型遇到编程时.pdf,DeepSeek-Coder: When the Large Language Model Meets Programming - The Rise of Code Intelligence 1 ∗1,2 1 1 1 1
CodeT5+: Open Code Large Language Models for Code Understanding and Generation O网页链接AI解读:本文介绍了一种名为CodeT5+的编码-解码器的大型语言模型,用于代码理解和生成。该模型旨在解决现有代码LLMs在架构和预训练任务方面存在的两个主要限制。为解决这些限制,CodeT5+使用了一种混合预训练目标的方法来缓解预...