Research Article

Enhancement of Target-Oriented Opinion Words Extraction with Multiview-Trained Machine Reading Comprehension Model

Algorithm 2

Algorithm for MRC-MVT framework.
Input:
 Classification function and parameter ;
 Learning rate for fine-tuning;
Output:
(1) Initialize with pre-trained BERT;
(2) Multi-view training with Algorithm 1;
(3)while not done do
(4)  Sample a batch of datapoints from ;
(5)  Update model parameters with: ;
(6)end while
(7)return The final model for TOWE with parameter .