We evaluate using the standard ROUGE metric (Lin, 2004) and report the F1 scores for ROUGE-1, ROUGE-2, and ROUGE-L. We compare to existing abstractive baselines (Nallapati et al., 2016; See et al., 2017; <cite>Paulus et al., 2017)</cite> and report results on the Lead-3 extraction baseline which simply selects the first three sentences of the input article as its summary.