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

A benchmark score compares a system output against a reference, and methodological attention falls almost entirely on the first term. We measure the second.

By Parth Kulshreshtha, Shivali Dalmia, Abhishek MukherjiarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 6, 2026.

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