Model training method and device, data processing method and device, equipment and storage medium

• Main Authors: LYU LEBIN, DING LONGYAO, JIANG NING, XIAO BING, LI KUAN
• Format: Patent
• Language: Chinese; English
• Published: 23.05.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; PHYSICS

The invention provides a model training method and device, a data processing method and device, equipment and a storage medium. The model training method comprises the steps of obtaining first training data; performing data enhancement on the first training data to obtain a plurality of pieces of enhanced data; clustering processing is conducted on the multiple pieces of enhanced data according to the first training data, a first data set is obtained, and first data included in the first data set and the first training data are clustered to represent the same meaning; performing model training on the recognition model by using the first positive example sample pair and the first negative example sample pair to obtain a trained recognition model; the first positive example sample pair comprises two pieces of data in the first data set; the first negative example sample pair comprises first training data and second training data, and the recognition model is used for recognizing whether the meanings of the two