However, these models typically rely on the availability of bilingual seed lexicons to produce shared bilingual spaces, as well as large repositories of comparable data.
several approaches attempt to learn lexicons from large monolingual data sets in two languages (Koehn and Knight, 2002;Haghighi et al., 2008), but their performance again relies on language pair-dependent clues such as orthographic similarity.