METHOD AND APPARATUS FOR PREDICTING SIMILAR PAIR PROBLEMS, AND ELECTRONIC DEVICE

A method and apparatus for predicting similar pair problems, and an electronic device. The method comprises: inputting similar pair problems to be predicted into a plurality of different prediction models, to obtain a prediction result output by each prediction model (S102), wherein a random disturb...

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Hauptverfasser: WU, Yunzhao, CHANG, Dejie, WANG, Hai, ZHANG, Hangfei, LIU, Bangchang, ZHAO, Hongwen, ZHANG, Yikun, LIU, Chaozhen, JI, Ke, GU, Shufeng, LUO, Xiaobin
Format: Patent
Sprache:chi ; eng ; fre
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Zusammenfassung:A method and apparatus for predicting similar pair problems, and an electronic device. The method comprises: inputting similar pair problems to be predicted into a plurality of different prediction models, to obtain a prediction result output by each prediction model (S102), wherein a random disturbance parameter is added to an embedding layer of at least one prediction model; and performing a voting operation on the plurality of prediction results to obtain a final prediction result of the similar pair problems (S104). By adding a random disturbance parameter to an embedding layer of a prediction mode, the method can effectively prevent overfitting caused by over-learning sample knowledge by the prediction model. Then the prediction model is used to predict similar pair problems, effectively improving prediction accuracy. L'invention concerne un procédé et un appareil de prédiction de problèmes de paire similaire, et un dispositif électronique. Le procédé comprend les étapes suivantes : fournir des problèmes