Therefore, before moving to phrases, we use a bilingual lexicon induction technique to identify translations for unigrams.
because we assume a setting where we have some small amount of parallel data, we follow our prior work on supervised bilingual lexicon induction (Irvine and Callison-Burch, 2013b).