BPR+MNN uses the same MNN seed translations as MNN, obtained from unannotated monolingual data of English and the foreign language, to learn the linear mapping between their embedding spaces.
unlike MNN, BPR+MNN uses the mapped word vectors to predict ranking in a supervised manner with BPR objective.