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Same Output, Different Gold: Measuring How Reference Choice Moves a Multilingual Benchmark Score

arXiv:2610.03825v1 Announce Type: new Abstract: A benchmark score compares a system output against a reference, and methodological attention falls almost entirely on the first term. We measure the second. The retained annotation record of a six-language benchmark for personally identifiable informa…

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  1. 2026-10-06 04:00 · arXiv cs.CL
    Same Output, Different Gold: Measuring How Reference Choice Moves a Multilingual Benchmark Score

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