Although parallel corpora have been used successfully for inducing bilingual lexicons for some languages (Och and Ney, 2003), these corpora are either too small or unavailable for many language pairs.
mono-lingual approaches that rely on comparable instead of parallel corpora have been developed (Fung and Yee, 1998;Koehn and Knight, 2002).