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One prompt is not enough: Instruction Sensitivity Undermines Embedding Model Evaluation

arXiv cs.CL ↗ · 2026-05-22 Cached

This paper empirically demonstrates that single-prompt evaluation of instruction-tuned embedding models is insufficient, as performance varies significantly with prompt phrasing and leaderboard rankings can be manipulated by prompt selection.

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