most citedSWE-PolyBench: A multi-language benchmark for repository level evaluation of coding agents

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cs.CL2025

Large Language Model Critics for Execution-Free Evaluation of Code Changes

Aashish Yadavally, Hoan Nguyen, Laurent Callot +1

Large language models (LLMs) offer a promising way forward for automating software engineering tasks, such as bug fixes, feature additions, etc., via multi-step LLM-based agentic w…