sentence1: to represent the semantics of the nouns , we use the word2vec method which has proven to produce accurate approximations of word meaning in different nlp tasks .
sentence2: for estimating monolingual word vector models , we use the cbow algorithm as implemented in the word2vec package using a 5-token window .