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Yuling

YerbaPage

https://yerbasite.github.io/

YerbaPage

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posted an update 9 days ago

Curated list of **Repository-level Code Generation** papers & benchmarks! 🔥 Stay ahead with the latest in: ✅ Repo-level Issue Resolution ✅ Repo-level Code Completion ✅ Datasets & Benchmarks 👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥

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Post

1409

Curated list of **Repository-level Code Generation** papers & benchmarks! 🔥

Stay ahead with the latest in:
✅ Repo-level Issue Resolution
✅ Repo-level Code Completion
✅ Datasets & Benchmarks

👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥

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2047

We propose MGDebugger, a hierarchical bottom-up LLM code debugger 🔥 that can fix bugs from low-level syntax errors to high-level algorithmic flaws.

It achieves an ⭐️ 18.9% improvement in accuracy over seed generations in HumanEval and a ⭐️ 97.6% repair success rate in HumanEvalFix.

Paper available at https://arxiv.org/abs/2410.01215.
Code and demo available at https://github.com/YerbaPage/MGDebugger.

Papers 2

arxiv:2410.01215

arxiv:2401.06461

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