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Yuling

YerbaPage

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https://yerbasite.github.io/

YerbaPage

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posted an update 28 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 🔥

replied to their post 3 months ago

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.

liked a Space 3 months ago

learnmlf/MGDebugger

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YerbaPage's activity

upvoted 2 papers 3 months ago

Horizon-Length Prediction: Advancing Fill-in-the-Middle Capabilities for Code Generation with Lookahead Planning

Paper • 2410.03103 • Published Oct 4, 2024 • 7

Internal Consistency and Self-Feedback in Large Language Models: A Survey

Paper • 2407.14507 • Published Jul 19, 2024 • 46

upvoted 2 collections 3 months ago

Coding

193 items • Updated Oct 4, 2024 • 19

LLM for code

8 items • Updated Oct 3, 2024 • 3

upvoted a paper 3 months ago

From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging

Paper • 2410.01215 • Published Oct 2, 2024 • 30