Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization.
Zhanhui ZhouJie LiuJing ShaoXiangyu YueChao YangWanli OuyangYu QiaoPublished in: ACL (Findings) (2024)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- multiple criteria
- multi criteria
- evolutionary optimization
- user preferences
- multiobjective optimization
- conflicting objectives
- global optimization
- multi attribute
- individual preferences
- preference elicitation
- multi objective optimization
- optimization problems
- solution quality
- efficient solutions
- bi objective
- pairwise
- genetic algorithm
- neural network
- optimum design
- data sets