Bilingual phrase pairs are consistently the best evidence of semantic equivalence in our experiments.
tuning results confirmed the importance of negative sampling and distance function in our models: in J bi , increasing k consistently helps the bilingual models, whereas the correlation score for monolingual models degrade for k > 10.