Fair-PP contributes a synthetic persona-anchored preference dataset for social equity and a reweighted DPO/SFT alignment method that outperforms baselines on LLM-similarity tests.
Understanding equity sensitivity through the lens of personality: a review of associations and underlying nature.Management Research Review, 46(9):1261–1277, 2023
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Fair-PP: A Synthetic Dataset for Aligning LLM with Personalized Preferences of Social Equity
Fair-PP contributes a synthetic persona-anchored preference dataset for social equity and a reweighted DPO/SFT alignment method that outperforms baselines on LLM-similarity tests.