Noisy Test-Time Reinforcement Learning for Code LLMs.

arXiv:2609.32172v1 Announce Type: new Abstract: Large language models (LLMs) have demonstrated remarkable performance across various code-related tasks. However, unlike carefully curated datasets that are typically high-quality and error-free, real-world user