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Text data processing method and intelligent equipment

A technology of smart devices and processing methods, applied in the field of artificial intelligence, can solve problems such as poor processing performance and large difference in text length, and achieve the effect of reducing interference and narrowing the length gap

Pending Publication Date: 2022-05-13
HUAWEI TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the text length of the skill request word and the user statement is quite different, and the above method has poor performance in processing two paragraphs of text with a large text length difference.

Method used

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  • Text data processing method and intelligent equipment
  • Text data processing method and intelligent equipment
  • Text data processing method and intelligent equipment

Examples

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Embodiment Construction

[0026] The embodiment of the present application provides a text data processing method and an intelligent device, which are used to confirm the semantic consistency between the skill request word and the user statement set.

[0027] Embodiments of the present application are described below in conjunction with the accompanying drawings. Apparently, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Those of ordinary skill in the art know that, with the development of technology and the emergence of new scenarios, the technical solutions provided in the embodiments of the present application are also applicable to similar technical problems.

[0028] The terms "first", "second" and the like in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific sequence or sequence. It is to be understood that th...

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Abstract

The embodiment of the invention discloses a text data processing method which is used for confirming semantic consistency of skill request words and a user statement set. The method provided by the embodiment of the invention comprises the steps that the intelligent equipment acquires a skill request word of a target skill and a user statement set, and the user statement set comprises at least one user statement of each intention in the target skill; the semantic implicit representation and the weight of each intention are determined according to the skill request word and the user statement set, and the target abstract semantics of the user statement set is determined according to the semantic implicit representation and the weight of each intention. According to the technical scheme, the matching degree of the skill request word and the user statement set is determined according to the skill request word and the target abstract semantics, the length difference of the two texts needing to be calculated is reduced, and interference caused by unimportant intentions is reduced through the target abstract semantics determined on the basis of an attention mechanism of the intention level.

Description

technical field [0001] The present application relates to the field of artificial intelligence, in particular to a text semantic consistency method and an intelligent device. Background technique [0002] A voice assistant (voice assistant, VA) (or intelligent virtual assistant, such as Huawei's Xiaoyi, Xiaomi's Xiaoai, etc.) is an application that recognizes the user's voice commands to perform corresponding operations. In addition to providing its own voice service, the voice assistant can also provide services of third-party applications. The services provided by these third-party applications are called skills, and skills are used to implement various intents for users. For example, the skill "high-speed rail steward" realizes the intentions of "purchasing tickets, exiting the interface, refunding tickets, and querying order status" for users. [0003] In order to call out the required skills and realize the relevant intent, the developer provides the skill request wor...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/30G06F40/289G06F40/194G06F16/33
CPCG06F40/30G06F16/3343G06F40/289G06F40/194
Inventor 邓东舒昌文冯超
Owner HUAWEI TECH CO LTD
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