Instruction identification method and device, storage medium and electronic equipment

Abstract

The invention discloses an instruction identification method and device, a storage medium and electronic equipment. The method comprises the following steps: acquiring a to-be-identified user instruction character string; segmenting the obtained user instruction character string to obtain a phrase sequence; labeling each phrase in the phrase sequence with a label through a label labeling model, wherein the label labeling model is a neural network model used for labeling the types of the sample phrases, and the neural network model is obtained after a plurality of sample phrases and type labels matched with the sample phrases are subjected to machine training; based on the type of the tag, determining at least one single-intention statement in the labeled phrase sequence; forming a target control operation instruction corresponding to the at least one single-intention statement, and the target control operation instruction being used for indicating the target object to execute the target control operation. The technical problem that the efficiency of analyzing the multi-intention instruction sent by the user is low in the prior art is solved.

Description

technical field [0001] The present invention relates to the technical field of communications, and in particular, to an instruction recognition method and device, a storage medium, and electronic equipment. Background technique [0002] With the development of artificial intelligence and machine learning technology, the application of intelligent voice dialogue system in many fields is becoming more and more extensive. When a task-based speech dialogue system parses a user instruction, it usually presupposes that the instruction contains only a single intent, and then uses intent classification, slot extraction, etc. to analyze the semantics corresponding to the user instruction, and then through dialogue management After processing, the system generates actions or intentions that need to be executed and sends them to the device control platform to control the corresponding electronic devices to perform corresponding actions. [0003] However, traditional task-based speech ...

AI Technical Summary

Problems solved by technology

[0005] Embodiments of the present invention provide an instruction recognition method and device, a storage medium, and an electronic device, so as to at least solve the technical problem of low efficiency in parsing multi-intention instructions issued by users in the related art

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