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cs.CL 1

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2026 1

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Can LLMs Hire Fairly? Racial Bias in Resume Screening

cs.CL · 2026-06-27 · unverdicted · novelty 6.0

Audit of 14 LLMs finds generational reversal from pro-White (+2.12 pp) to null or pro-Black (up to -3.01 pp) bias in resume callbacks using paired methodology.

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  • Can LLMs Hire Fairly? Racial Bias in Resume Screening cs.CL · 2026-06-27 · unverdicted · none · ref 7

    Audit of 14 LLMs finds generational reversal from pro-White (+2.12 pp) to null or pro-Black (up to -3.01 pp) bias in resume callbacks using paired methodology.