sentence1: as textual features , we use the pretrained google news word embeddings , obtained by training the skip-gram model with negative sampling .
sentence2: in addition to pos-tags , we use the pre-trained word embeddings available from google 5 trained using the skip-gram objective as input features for our convolutional neural network .