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Mu-Zhi Yang

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#natural language process... Preprint Oct 2026

Re-executing Coding-Agent Evaluations: Unchanged Decisions and Unresolved Policy Risk

Executable tests grade large language model (LLM) coding-agent patches for leaderboards, rewards and self-improvement. Two preregistered re-execution studies returned negative results. SWE-bench Pro v1's offline option rejected none of 59 accepted Go patches whose grading configuration changed. Their exploratory, unwei...

Tian-Yu Ding, Yao Tong, Mu-Zhi Yang et al. · 0 citations

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