sentence1: we use the 100-dimensional pre-trained word embeddings trained by word2vec 2 and the 100-dimensional randomly initialized pos tag embeddings .
sentence2: we initialize the embedding weights by the pre-trained word embeddings with 200 dimensional vectors .