Comparison-based Active Preference Learning for Multi-dimensional Personalization

Minhyeon Oh, Seungjoon Lee, Jungseul Ok

Large language models (LLMs) have shown remarkable success, but aligning them with human preferences remains a core challenge. As individuals have their own, multi-dimensional pref…