Abstractive Text Summarization Using Sequence-to-Sequence RNNs and Beyond

Benchmark Model Rank Results
abstractive-text-summarization-on-cnn-dailyLEAD-3#34ROUGE-1: 40.42ROUGE-2: 17.62ROUGE-L: 36.67
text-summarization-on-cnn-daily-mail-2words-lvt2k-temp-att#8ROUGE-1: 35.46ROUGE-2: 13.30ROUGE-L: 32.65
text-summarization-on-duc-2004-task-1words-lvt5k-1sent#6ROUGE-1: 28.61ROUGE-2: 9.42ROUGE-L: 25.24
text-summarization-on-gigawordwords-lvt5k-1sent#24ROUGE-1: 36.4ROUGE-2: 17.7ROUGE-L: 33.71