sentence1: we pretrain 200-dimensional word embeddings using word2vec on the english wikipedia corpus , and randomly initialize other hyperparameters .
sentence2: we obtain monolingual texts for both english and the target language from wikipedia , and independently train word embeddings for each language using word2vec .