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20242026
most citedLanguage-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models

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cs.SE2026

SWE-World: Building Software Engineering Agents in Docker-Free Environments

Shuang Sun, Huatong Song, Lisheng Huang +11

Recent advances in large language models (LLMs) have enabled software engineering agents to tackle complex code modification tasks. Most existing approaches rely on execution feedb…