Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings

Miguel Moura Ramos, Tomás Almeida, Daniel Vareta +4

Reinforcement learning (RL) has been proven to be an effective and robust method for training neural machine translation systems, especially when paired with powerful reward models…