Table 1 compares our methods against the system of <cite>Artetxe et al. (2017)</cite> , using scaling factors selected based on development data results. Because approximately 20% of source-target pairs in the dictionary were identical, we also extended all systems to guess the identity translation if the source word appeared in the target vocabulary. This improved accuracy in most cases, with some exceptions for English-Italian.