6 Further Extensions: Generalizing to other word types via tagset mapping Most of the previous literature on this problem focuses on evaluating on nouns (Rapp, 1999;Koehn and Knight 2002;Haghighi et al., 2008).
we found that cosine similarity gave the best results in our experimental conditions.