In Table 2 , we again see that et al. (2015) 28.18 8.49 23.81 Chopra et al. (2016) 28.97 8.26 24.06<cite> Nallapati et al. (2016)</cite> our Luong et al. (2015) baseline model achieves competitive performance with previous work, esp. on Rouge-2 and Rouge-L. Next, we show promising multi-task improvements over this baseline of around 0.4% across all metrics, despite being a test-only setting and also with the mismatch between the summarization and entailment domains.