ESRL: Efficient Sampling-based Reinforcement Learning for Sequence Generation

Chenglong Wang, Hang Zhou, Yimin Hu +5

Applying Reinforcement Learning (RL) to sequence generation models enables the direct optimization of long-term rewards (\textit{e.g.,} BLEU and human feedback), but typically requ…