An important feature that enables an immediate use of the MT-based representations in other downstream tasks is the creation of fixed-sized sentence embeddings <cite>(Cífka and Bojar, 2018)</cite> . However, the effects of the size of sentence embeddings and the relation between translation performance and meaning representation quality are not entirely clear.