Suggestions from a machine translation system can increase the speed and quality of professional human translators (Guerberof, 2009;Plitt and Masselot, 2010;Green et al., 2013a, inter alia).
querying a single fixed model for all different documents fails to incorporate contextual information that can potentially improve suggestion quality.