Figure 2.

Introduction to the model structure used in the experiment: (A) extract the first state output of the hidden layer inside the model, (B) extract the model pooler_output, and (C) utilize all the state information of the last hidden layer of the model. BiLSTM: bidirectional long short-term memory; DPCNN: deep pyramid convolutional neural networks.