BiasLab uses mirrored affirmative/reverse prompt pairs across 12 languages to quantify directional preferences in 10 LLMs, claiming a systematic asymmetry between rejection and endorsement.
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BiasLab: A Multilingual Dual-Framing Framework for LLM Bias Measurement, Applied to Workplace and HR Contexts
BiasLab uses mirrored affirmative/reverse prompt pairs across 12 languages to quantify directional preferences in 10 LLMs, claiming a systematic asymmetry between rejection and endorsement.