However, the top 1 accuracy of the word translation is poor (< 20%), which makes it unable to select trustable sentence pairs using such a weak lexicon.
by leveraging our cross-lingual word embedding and unsupervised sentence representation, the selected sentences are much better (see more in Section 3.5).