Whose Data, Whose Benchmark? A User-Centric Framework for Auditing Evaluation Resources
Benchmarks shape how model capabilities are measured and interpreted, yet their scores can obscure whose conventions, contexts, and judgments define successful performance.
By Mir Tafseer Nayeem, Davood RafieiarXiv - cs.CL (NLP)
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Originally published by arXiv - cs.CL (NLP) on Oct 15, 2026.
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