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April Baker-Bell · 2019 · arXiv 5841.2019

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Side-by-side Comparison Amplifies Dialect Bias in Language Models

cs.CL · 2026-05-23 · unverdicted · novelty 6.0

Side-by-side comparison of intent-equivalent SAE and AAVE tweets significantly exacerbates covert dialect bias in LMs compared to isolated evaluation, with explicit dialect labels worsening the effect further.

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  • Side-by-side Comparison Amplifies Dialect Bias in Language Models cs.CL · 2026-05-23 · unverdicted · none · ref 4

    Side-by-side comparison of intent-equivalent SAE and AAVE tweets significantly exacerbates covert dialect bias in LMs compared to isolated evaluation, with explicit dialect labels worsening the effect further.