Research Article

Emotion Recognition and Classification of Film Reviews Based on Deep Learning and Multimodal Fusion

Table 1

Main parameter settings of the SA-BLCNN model.

Parameter nameValue

Word vector dimension100
Sliding window size3, 4, 5
Activation functionReLU
Pooling methodMax-pooling
Dropout0.5
Epoch50
Learning rate0.01
Loss functionCrossentropy
Optimization functionAdam
Hidden layer size128
Batch size32