Training method of criminal name and law article prediction model and criminal name and law article prediction method

Abstract

The invention discloses a training method of a crime name and law article prediction model. The method comprises the steps of obtaining sample data; wherein the sample data comprises case description,a crime name label corresponding to the case description and a corresponding legal provision label; and training an initial neural network model by adopting the sample data to obtain a neural networkmodel meeting a training end condition as a crime name and law article prediction model. The crime name label and the legal provision label corresponding to the same case description are highly related; when the sample data is used for training, the incidence relation between the criminal name and the legal provision can be learned, so that the criminal name and legal provision prediction model obtained by training through the method has relatively high classification accuracy when executing a criminal name classification task and a legal provision classification task. The invention further discloses a crime name and law article prediction method, a training device, a prediction device, a processor and a storage medium.

Description

technical field [0001] The present application relates to the field of data processing, and in particular to a method for training a crime and law prediction model, a method for predicting crimes and laws, and corresponding devices, processors, and storage media. Background technique [0002] With the advent of the era of big data and the rise of artificial intelligence technology, it is possible to use machine learning algorithms to mine patterns in massive document data to realize automatic prediction of crimes and laws. One way of using machine learning algorithms to realize automatic prediction of crimes and laws is to use classic deep learning models to classify crimes and laws corresponding to judicial documents, so as to realize automatic prediction of crimes and laws. [0003] However, when the classic deep learning model is applied to the judicial field, the accuracy of classification of crimes and laws is not high, resulting in low accuracy of crime prediction and ...

AI Technical Summary

Problems solved by technology

[0003] However, when the classic deep learning model is applied to the judicial field, the accuracy of classification of crimes and laws is not high, resulting in low accuracy of crime prediction and law prediction, and it is difficult to be widely used

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