Intention recognition method and device, equipment and medium

An identification method and identification device technology, applied in the field of artificial intelligence, can solve problems such as the limitations of identifying user intentions, and achieve the effect of improving the scope of application

Inactive Publication Date: 2020-03-24
广州云从洪荒智能科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] In view of the shortcomings of the prior art described above, the purpose of the present invention is to provide an intention recognition method, device, equipment and medium to solve the existing limitations caused by natural language recognition of user intentions

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  • Intention recognition method and device, equipment and medium
  • Intention recognition method and device, equipment and medium
  • Intention recognition method and device, equipment and medium

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Embodiment Construction

[0054] Embodiments of the present invention are described below through specific examples, and those skilled in the art can easily understand other advantages and effects of the present invention from the content disclosed in this specification. The present invention can also be implemented or applied through other different specific implementation modes, and various modifications or changes can be made to the details in this specification based on different viewpoints and applications without departing from the spirit of the present invention. It should be noted that, in the case of no conflict, the following embodiments and features in the embodiments can be combined with each other.

[0055] It should be noted that the diagrams provided in the following embodiments are only schematically illustrating the basic ideas of the present invention, and only the components related to the present invention are shown in the diagrams rather than the number, shape and shape of the compo...

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Abstract

The invention provides an intention recognition method and device, equipment and a medium. The intention recognition method comprises the steps of obtaining a dialogue based on a natural language input by a user; preprocessing the corpus information in the dialogue; and identifying the corpus information by using a pre-trained intention identification model to obtain a corresponding intention. Compared with a traditional intention recognition method, the intention recognition method has the advantages that the intention recognition module is trained in advance, and the obtained dialogue basedon the natural language is input into the intention recognition module to recognize the intention in the corpus information after being preprocessed; the intention recognition module can be adjusted according to scene changes and can be quickly migrated to a new scene; and the application range of the intention recognition module is widened.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to an intent recognition method, device, equipment and medium. Background technique [0002] Dialogue System is a human-computer interaction system based on natural language. Through the dialogue system, people can use natural language to interact with the computer for multiple rounds to complete specific tasks, such as information query, service acquisition, etc. The dialogue system provides a more natural and convenient way of human-computer interaction, and is widely used in vehicle, home, customer service and other scenarios. However, existing dialog systems understand. [0003] Among them, Natural Language Understanding (Natural Language Understanding) is the core module in the dialogue system. The goal of natural language understanding is to convert the text information of natural language into a semantic representation (Semantic Representation) that...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/289G06F40/30G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/045G06F18/241
Inventor 姚志强周曦李继伟杜晓薇郝东赵云
Owner 广州云从洪荒智能科技有限公司
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