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cs.LG2026
ContextBench: A Benchmark for Context Retrieval in Coding Agents
Han Li, Letian Zhu, Bohan Zhang +7
LLM-based coding agents have shown strong performance on automated issue resolution benchmarks, yet existing evaluations largely focus on final task success, providing limited insi…
cs.LG2025
Excision Score: Evaluating Edits with Surgical Precision
Nikolai Gruzinov, Ksenia Sycheva, Earl T. Barr +1
Many tasks revolve around editing a document, whether code or text. We formulate the revision similarity problem to unify a wide range of machine learning evaluation problems whose…