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Dialogue system reliability verification method, model generation method and device

A technology of dialogue system and verification method, which is applied in the field of reliability verification of dialogue systems, can solve problems such as inability to guarantee authenticity, huge dialogue data, and increased labor costs, so as to save labor costs, improve verification efficiency, and improve authenticity. sexual effect

Active Publication Date: 2022-07-29
BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD
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  • Application Information

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Problems solved by technology

[0004] The dialog system reliability verification method, model generation method and device proposed by this application are used to solve the problem of manually verifying the reliability of the dialog data of the dialog system in related technologies. It is very large, not only cannot guarantee the authenticity, but also is inefficient, which increases the problem of labor costs

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  • Dialogue system reliability verification method, model generation method and device
  • Dialogue system reliability verification method, model generation method and device
  • Dialogue system reliability verification method, model generation method and device

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Embodiment Construction

[0112] The following describes in detail the embodiments of the present application, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals refer to the same or similar elements throughout. The embodiments described below with reference to the accompanying drawings are exemplary, and are intended to be used to explain the present application, but should not be construed as a limitation to the present application.

[0113] The embodiments of the present application are directed to the method of manually verifying the reliability of the dialogue data of the dialogue system in the related art. Since the dialogue data generated by the dialogue system is very large, not only the authenticity cannot be guaranteed, but also the efficiency is low, which increases the labor cost. In order to solve the problem of cost, a reliability verification method of dialogue system is proposed.

[0114] The method for checking the reliability...

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Abstract

The present application provides a method for checking the reliability of a dialogue system, a method for generating a model, and a device, which belong to the technical field of computer applications. The method for verifying the reliability of the dialogue system includes: acquiring a first question-and-answer pair to be verified, wherein the first question-and-answer pair includes a first question sentence and a first answer sentence; For the similarity between pairs, obtain at least one reference question-and-answer pair from the corpus; determine the first feature corresponding to the first question-and-answer pair according to the first vector corresponding to the first question-and-answer pair and each second vector corresponding to each reference question-and-answer pair vector; encoding and decoding the first feature vector using the pre-generated verification model to generate the matching degree between the first question sentence and the first answer sentence in the first question-and-answer pair. Therefore, through the method for verifying the reliability of the dialogue system, not only the authenticity of the dialogue system reliability verification is improved, but also the verification efficiency is improved, and labor costs are saved.

Description

technical field [0001] The present application relates to the technical field of computer applications, and in particular, to a method for verifying the reliability of a dialogue system, a method for generating a model, and an apparatus. Background technique [0002] With the rapid development of artificial intelligence technology, various intelligent dialogue systems have been popularized, such as service interactive robots. In practical applications, how to judge whether the dialogue system really answers the user's question and meets the user's needs, so as to further improve the reliability of the dialogue system, is an urgent problem to be solved. [0003] In the related art, the dialog data between the user and the dialog system is usually checked manually to determine the reliability of the man-machine dialog. However, due to the huge amount of dialogue data generated by the dialogue system, manual verification is not only impossible to ensure authenticity, but also ...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/332
CPCG06F16/3329
Inventor 王玉昕郑祺星
Owner BEIJING KINGSOFT INTERNET SECURITY SOFTWARE CO LTD