RL from Teacher-Model Refinement: Gradual Imitation Learning for Machine Translation

Dongyub Jude Lee, Zhenyi Ye, Pengcheng He

Preference-learning methods for machine translation (MT), such as Direct Preference Optimization (DPO), have shown strong gains but typically rely on large, carefully curated prefe…