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CodeClash: Benchmarking Goal-Oriented Software Engineering

Published in ArXiv.org • Nov 2, 2025
NobleIDNI8P95W65R50S26
Authors:
John Yang
,
K. Lieret
,
Joyce Yang

Abstract

Current benchmarks for coding evaluate language models (LMs) on concrete, well-specified tasks such as fixing specific bugs or writing targeted tests. However, human programmers do not spend all day incessantly addressing isolated tasks. Instead, real-world software development is grounded in the pu...

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