Relevance Readability Total Sentence Rewrite<cite> (Chen and Bansal, 2018)</cite> 56 59 115 BERTSUM (Liu, 2019) 58 60 118 BERT-ext + abs + RL + rerank (ours) 66 61 127 which has the highest summary-level ROUGE-L score, from all the possible combinations of sentences.