One can use Sentence Bert with bert-extractive-summarizer with the newest version. It is based off the paper here:https://arxiv.org/abs/1908.10084, and the library here:https://www.sbert.net/. To get started, first install SBERT:
Since Bert only takes 512 length as inputs, this summarizer crop articles >512 length. If --super_long option is used, summarizer automatically parse to numbers of 512 length inputs and summarize per inputs. Number of extraction might slightly altered with --super_long used. Train Example $...