From Static Personal Values to Contextualized Personalization: Bayesian Personalized Value Alignment for LLMs
BaCVA is proposed, an inference-time Bayesian Context-aware personalized Value Alignment method that approximates posterior personalized preferences by integrating static personal values with scenario-specific value salience and first estimates contextual value salience from generally normative responses.
Han-Ze Guo, Ai-Xuan Song, Jing Yao et al.
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