Preference Ranking Optimization for Human Alignment.
Feifan SongBowen YuMinghao LiHaiyang YuFei HuangYongbin LiHoufeng WangPublished in: CoRR (2023)
Keyphrases
- optimization problems
- pairwise comparisons
- optimization algorithm
- pairwise comparison
- web search
- ranking algorithm
- image alignment
- global optimization
- human behavior
- human judgments
- optimization model
- multiple criteria
- multi criteria
- constrained optimization
- optimization process
- pairwise
- learning to rank
- ranking functions
- human experts
- combinatorial optimization
- multi objective
- mathematical programming
- human subjects
- optimization methods
- human interaction
- personality traits
- preference elicitation
- user preferences
- preference learning