A Divide-and-Conquer Approach to the Summarization of Long Documents

Benchmark Model Rank Results
text-summarization-on-arxivDANCER PEGASUS#9ROUGE-1: 45.01ROUGE-2: 17.6ROUGE-L: 40.56
text-summarization-on-arxivDANCER RUM#15ROUGE-1: 42.7ROUGE-2: 16.54ROUGE-L: 38.44
text-summarization-on-arxivDANCER LSTM#18ROUGE-1: 41.87ROUGE-2: 15.92ROUGE-L: 37.61
text-summarization-on-pubmedDANCER PEGASUS#10ROUGE-1: 46.34ROUGE-2: 19.97ROUGE-L: 42.42
text-summarization-on-pubmedDANCER LSTM#17ROUGE-1: 44.09ROUGE-2: 17.69ROUGE-L: 40.27
text-summarization-on-pubmedDANCER RUM#18ROUGE-1: 43.98ROUGE-2: 17.65ROUGE-L: 40.25