Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization

Kaden Uhlig, Joern Wuebker, Raphael Reinauer +1

Reinforcement Learning from Human Feedback (RLHF) and derivative techniques like Direct Preference Optimization (DPO) are task-alignment algorithms used to repurpose general, found…