We compare BLEU scores for some of the AMRto-text systems described in the literature (Flanigan et al., 2016; Song et al., 2016; <cite>Pourdamghani et al., 2016</cite>; Song et al., 2017; Konstas et al., 2017) . Since the models of Flanigan et al. (2016) and<cite> Pourdamghani et al. (2016)</cite> are publicly available, we also use them with the same training data as our models. For Flanigan et al. (2016) , we specifically use the version available on GitHub 2 . For<cite> Pourdamghani et al. (2016)</cite> , we use the version available at the first author's website 3 .