Method and device for predicting pair of similar questions and electronic equipment

A device for predicting a pair of similar questions comprising:

• an input module configured to input a pair of similar questions to be predicted into multiple different prediction models to obtain a prediction result output by each of the prediction models, and add a random disturbance parameter into an embedding layer of at least one of the prediction models;
• and
• an operation module configured to perform voting operation on multiple prediction results to obtain a final prediction result of the pair of similar questions to be predicted;
• wherein each of the prediction models comprises a plurality of prediction sub-models, wherein each of the plurality of prediction sub-models is obtained by training the prediction model from a specific training sample set of the pair of similar questions and a training sample set of the pair of similar questions determined by an allocation function;
• the input module being further configured to input the pair of similar questions to be predicted into multiple prediction sub-models comprised in each of the prediction models to obtain a prediction sub-result output by each of the prediction sub-models, and performs voting operation on multiple prediction sub-results to obtain the prediction results.