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Mind Your Tone: Does Tone Alter LLM Performance?

arXiv cs.AI · 2026-05-29 Cached

This paper investigates how tonal variations in prompts affect LLM accuracy on multiple-choice questions, finding systematic but model-dependent effects. The study uses multiple models and datasets to demonstrate that tone can significantly alter performance, cautioning against assuming tone-robust reliability.

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