We compare with the best reported scores for the STS shared tasks, achieved by MLMME (Calixto et al., 2017) , paraphrastic sentence embeddings (Wieting et al., 2017) , visual semantic embeddings<cite> (Kiros et al., 2015)</cite> , and order embeddings (Vendrov et al., 2016) .