Semantic understanding method and device, electronic equipment and storage medium

Abstract

Embodiments of the invention provide a semantic comprehension method and apparatus, electronic equipment and a storage medium. The method comprises the steps of determining a to-be-comprehended text;inputting the text to be understood into a semantic understanding model to obtain a semantic understanding result output by the semantic understanding model, wherein the semantic comprehension model is obtained by training based on a sample text, a sample semantic comprehension result corresponding to the sample text and a semantic description text, the semantic understanding model is used for carrying out semantic understanding on the text to be understood based on representation features obtained by carrying out feature extraction on the semantic description text. According to the method anddevice, the electronic equipment and the storage medium provided by the embodiment of the invention, semantic understanding is carried out through the semantic description text, and rich informationrelated to semantic understanding and carried in the semantic description text can be fully utilized, so that the accuracy of semantic understanding under diversified language expression forms is improved.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a semantic understanding method, device, electronic equipment and storage medium. Background technique [0002] With the rapid development of artificial intelligence technology, the application of human-computer interaction systems with intelligent voice interaction as the core is becoming more and more extensive, such as smart home, intelligent customer service, chat robots, early education robots, etc. To achieve human-computer interaction, the machine needs to understand the semantics of the corpus input by the user. [0003] Semantic understanding means that the machine understands the user's intention based on the natural language given by the user, and further, can make corresponding operations. However, due to the diversity and complexity of human language, there may be many forms of language expression for an intention. The existing semantic ...

AI Technical Summary

Problems solved by technology

[0004] Embodiments of the present invention provide a semantic understanding method, device, electronic equipment, and storage medium to solve the existing problem of low accuracy in semantic understanding

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