Intelligent response method and device based on data processing, and computer equipment

Abstract

The invention provides an intelligent response method and a device based on data processing, computer equipment and a storage medium. The method comprises the steps of receiving a request sentence; inputting the request sentence into a reply model for operation to generate a plurality of reply candidate sentences and first scores corresponding to the reply candidate sentences one by one to obtaina reply candidate set; matching the reply candidate set with a blacklist to remove reply candidate sentences matched with the blacklist to obtain a first reply subset; processing each reply candidatesentence in the first reply subset through a similarity matching module and / or a length excitation module and / or a fluency detection module, so that the first score of each reply candidate sentence ischanged into a second score, and obtaining a second reply subset; processing the second reply subset through a diversity detection module to obtain a third reply subset; and extracting a reply candidate sentence from the third reply subset as a reply sentence of the reply request sentence and outputting the reply sentence, thereby improving the accuracy of intelligent reply.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method, device, computer equipment and storage medium for intelligent response based on data processing. Background technique [0002] With the rapid development of artificial intelligence technology, the application scenarios of human-computer dialogue are becoming more and more extensive, such as interview scenes, human-computer interaction scenes, etc. Human-computer dialogue means that people talk or ask questions to intelligent machines, and then intelligent machines simulate human beings. Response, the intelligent machine system usually includes a dialogue model obtained through deep learning training, but the current human-machine dialogue cannot meet the actual needs. The existing response system not only has a single and blunt content when answering the user, but also has a low accuracy rate. , the user experience is poor. Contents of the invention ...

AI Technical Summary

Problems solved by technology

[0003] The main purpose of the present invention is to provide a method, device, computer equipment and storage medium for intelligent response based on data processing, aiming at solving the problem of intelligent Reply to technical questions with low accuracy

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