Inverse Reinforcement Learning for Text Summarization

Yu Fu, Deyi Xiong, Yue Dong

We introduce inverse reinforcement learning (IRL) as an effective paradigm for training abstractive summarization models, imitating human summarization behaviors. Our IRL model est…