Long Document Summarization with Top-down and Bottom-up Inference

Benchmark Model Rank Results
text-summarization-on-arxivTop Down Transformer (AdaPool) (464M)#1ROUGE-1: 50.95ROUGE-2: 21.93ROUGE-L: 45.61
text-summarization-on-booksumTop Down Transformer (AdaPool) (464M)#3ROUGE: 38.3
text-summarization-on-pubmedTop Down Transformer (AdaPool) (464M)#1ROUGE-1: 51.05ROUGE-2: 23.26ROUGE-L: 46.47