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When Noise Fabricates Bias: The Fragility of LLM-as-a-Judge Bias Measurement under Noisy Text
arXiv cs.LG — Machine Learning
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What the source reports
New research demonstrates that surface text noise like typos severely distorts LLM-as-a-judge measurements of social bias.