In practice, to leverage information from rich unlabeled monolingual corpus, we initialize W E word and W IL word with pre-trained word embeddings using word2vec tool (Mikolov et al., 2013).
for example, we will exclude a sentence pair in the first step if the number of names in English is three while only two names are projected to IL.