Although, we have observed improvement in F 1 score over the monolingual case, the gains do not reach significance according to McNemar's test (Dietterich, 1998).
we propose to further refine the quality of word alignment links as follows: Let x be a word in language Σ and y be a word in language Ω and let there exists an alignment link between x and y.