On the CNN/Daily Mail and DUC-2002 dataset, we use standard ROUGE-1, ROUGE-2, and ROUGE- L (Lin, 2004) on full length F 1 with stemming as previous work did (Nallapati et al., 2017; See et al., 2017;<cite> Chen and Bansal, 2018)</cite> .