sentence1: to get a dictionary of word embeddings , we use the word2vec tool 2 and train it on the chinese gigaword corpus .
sentence2: the input to the network is the embeddings of words , and we use the pre-trained word embeddings by using word2vec on the wikipedia corpus whose size is over 11g .