Leveraging Contextual Sentences for Text Classification by Using a Neural Attention Model

Table 3

Classification accuracy (%) and epoch time (s) when using the basic models based on CNN and BLSTM.

Models	Accuracy	Time
CNN with no pretrained embeddings	68.9/75.4	121/100
CNN with pretrained embeddings	71.1/78.3	110/89
BLSTM with no pretrained embeddings	68.2/75.0	587/450
BLSTM with pretrained embeddings	70.6/77.1	571/423