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Tong-Hui Qu

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#artificial intelligence Preprint Oct 2026

When Verifiable Counts Depend on Wording: Auditing Wording Robustness in Instruction Following

Verifiable instruction-following benchmarks often express each constraint through one fixed template. We test whether scores remain stable when the operational requirement is unchanged but its wording varies. We introduce WISE, a matched evaluation suite and reporting protocol instantiated on exact word count, keyword...

Qi Zhan, Seoyeon Jang, Zi-Han Dong et al. · 0 citations

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