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English(EN) Entropy-based Code Adversarial Translation for Real-world Repository Migration

新的ECAT框架可自动迁移Android到HarmonyOS的代码库

作者 PulseAugur 编辑部 · [1 个来源] ·

研究人员开发了一个名为基于熵的代码对抗性翻译（ECAT）的新颖框架，以自动化整个代码库的迁移。该多智能体系统使用生成器-判别器架构来最小化代码熵，指导从初始模板到功能应用程序的迁移过程。ECAT已在A2H-RepoBench上进行了评估，这是一个用于Android到HarmonyOS代码库迁移的新基准，实现了74.7%的迁移质量，优于现有的基于智能体的方法。 AI

影响 该框架可以显著加速跨平台软件开发，并减少代码库迁移所需的手动工作。

排序理由 该集群包含一篇详细介绍代码迁移新框架和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新的ECAT框架可自动迁移Android到HarmonyOS的代码库

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该集群包含一篇详细介绍代码迁移新框架和基准的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Yushun Tang, Yisen Cao, Zhicheng Chen, Lin Peng, Junkang Mao, Fengyi Song, Yantao Jia ·

    面向真实代码库迁移的基于熵的对抗性代码翻译

    arXiv:2608.09273v1 Announce Type: new Abstract: LLMs have demonstrated strong capabilities in code generation and automated program repair, but migrating an entire repository rarely produces a runnable application because long-horizon translation challenges LLM-based agents' abil…

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