sentence1: the word embeddings are initialized with pre-trained word vectors using word2vec 2 and other parameters are randomly initialized including pos embeddings .
sentence2: the word embeddings are initialized with pre-trained word vectors using word2vec 2 and other parameters are randomly initialized by sampling from uniform distribution in including character embeddings .