Some rare words do not receive a vector representation after running Word2Vec, and we simply remove phrases containing those words, resulting in a total of 0.65m phrases for Arabic, 0.18m phrases for Urdu, and 1.2m phrases for English.
the algorithms presented in the previous section require rapid retrieval of neighboring phrases in continuous space.