As we review in Section 2, topic models are a promising solution for automatically discovering domains in machine translation corpora.
past work either relies solely on monolingual source-side models (Eidelman et al., 2012;Hasler et al., 2012;Su et al., 2012), or limited modeling of the target side (Xiao et al., 2012).