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Yuling

YerbaPage
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https://yerbasite.github.io/

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reacted to their post with 👀 3 days ago
Curated list of **Next Gen Code Generation** papers & benchmarks! 🔥 with 80+ ⭐️ now! Stay ahead with the latest in: ✅ Repo-level Issue Resolution (SWE-bench, Agents) ✅ Repo-level Code Completion (Repo understanding) ✅ Datasets & Benchmarks 👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥 💡PRs are welcomed!
reacted to their post with 🤗 3 days ago
Curated list of **Next Gen Code Generation** papers & benchmarks! 🔥 with 80+ ⭐️ now! Stay ahead with the latest in: ✅ Repo-level Issue Resolution (SWE-bench, Agents) ✅ Repo-level Code Completion (Repo understanding) ✅ Datasets & Benchmarks 👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥 💡PRs are welcomed!
reacted to their post with 👍 3 days ago
Curated list of **Next Gen Code Generation** papers & benchmarks! 🔥 with 80+ ⭐️ now! Stay ahead with the latest in: ✅ Repo-level Issue Resolution (SWE-bench, Agents) ✅ Repo-level Code Completion (Repo understanding) ✅ Datasets & Benchmarks 👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥 💡PRs are welcomed!
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Curated list of **Next Gen Code Generation** papers & benchmarks! 🔥 with 80+ ⭐️ now!

Stay ahead with the latest in:
✅ Repo-level Issue Resolution (SWE-bench, Agents)
✅ Repo-level Code Completion (Repo understanding)
✅ Datasets & Benchmarks

👉 Check it out: https://github.com/YerbaPage/Awesome-Repo-Level-Code-Generation 🔥
💡PRs are welcomed!
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2073
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.
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