Short text semantic comprehension template generation method and semantic comprehension processing method and device

Abstract

The invention discloses a short text semantic comprehension template generation method and device and a semantic comprehension processing method and device. The method comprises the steps of S1, collecting a first preset number of short texts to be subjected to semantic comprehension; S2, generating a preset basic semantic group set according to a first preset number of to-be-semantically understood short texts; S3, generating and / or optimizing a rule template set based on a first preset number of short texts to be semantically understood, and further generating and / or optimizing a matching template set corresponding to a preset basic semantic group set; and S4, generating a preset basic template group set corresponding to the preset basic semantic group set by combining the matching template set with the priority. According to the method, semantics contained in the short text to be semantically understood are divided into semantic groups which do not contain each other, and the understanding processing of the short text to be semantically understood expressed by the spoken natural language of the human port is realized in combination with the priority and the matching template, wherein various intentions of the short text are included, local semanteme is inconsistent with overall semanteme, and speech recognition causes processing of part of word errors.

Description

technical field [0001] The present application relates to the field of semantic understanding of natural language, in particular to a short text semantic understanding template generation method, semantic understanding processing method and device. Background technique [0002] Human-computer intelligent interaction through the recognition, understanding, and expression of human natural language has brought great convenience to people's lives. With the continuous improvement of speech recognition accuracy and generalization ability, human-computer intelligent interaction is gradually applied to various products and are familiar to the general public. One of the key technologies that affect the promotion and application and the public experience is the understanding of short texts of natural language after speech recognition. [0003] At present, short text understanding methods are roughly divided into methods based on matching templates and methods based on machine learnin...

AI Technical Summary

Problems solved by technology

[0004] This application provides a short text semantic understanding template generation method, semantic understanding processing method and device, the purpose is to solve the lack of actual production data, in the prior art, the accuracy of short text semantic understanding is not high enough, and business integration is difficult, Not enough to support the problem of actual production use

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