A Deep Reinforced Model for Abstractive Summarization

Benchmark Model Rank Results
document-summarization-on-cnn-daily-mailML + RL (Paulus et al., 2017)#18ROUGE-1: 39.87ROUGE-2: 15.82ROUGE-L: 36.90
document-summarization-on-cnn-daily-mailML + Intra-Attention (Paulus et al., 2017)#22ROUGE-1: 38.30ROUGE-2: 14.81ROUGE-L: 35.49
text-summarization-on-cnn-daily-mail-anonymizedML+RL, with intra-attention#3ROUGE-1: 39.87ROUGE-2: 15.82ROUGE-L: 36.90