Dialogue system reliability verification method and device and model generation method and device
A dialogue system and verification method technology, applied in the field of dialogue system reliability verification, can solve problems such as increased labor costs, low efficiency, and inability to guarantee authenticity.
Active Publication Date: 2020-01-17
KINGSOFT
View PDF8 Cites 2 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
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
Method used
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0112] Embodiments of the present application are described in detail below, examples of which are illustrated in the accompanying drawings, wherein the same or similar reference numerals designate the same or similar elements throughout. The embodiments described below by referring to the figures are exemplary, and are intended to explain the present application, and should not be construed as limiting the present application.
[0113] The embodiment of the present application is aimed at the method of manually verifying the reliability of the dialogue data of the dialogue system in the related technology. Since the dialogue data generated by the dialogue system is very large, not only cannot guarantee the authenticity, but also the efficiency is low, which improves the manual process. In order to solve the problem of cost, a method for checking the reliability of dialogue system is proposed.
[0114] The dialogue system reliability verification method provided in the embodim...
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More PUM
Login to View More Abstract
The invention provides a dialogue system reliability verification method and device and a model generation method and device, and belongs to the technical field of computer application. The dialogue system reliability verification method comprises the steps of acquiring a first question and answer pair to be verified, wherein the first question and answer pair comprises a first question sentence and a first answer sentence; obtaining at least one reference question-answer pair from the corpus set according to the similarity between the first question-answer pair and each second question-answerpair in the corpus set; determining a first feature vector corresponding to the first question-answer pair according to the first vector corresponding to the first question-answer pair and each second vector corresponding to each reference question-answer; and performing encoding and decoding processing on the first feature vector by using a pre-generated verification model to generate a matchingdegree between the first question sentence and the first answer sentence in the first question-answer pair. Therefore, through the dialogue system reliability verification method, the authenticity ofdialogue system reliability verification is improved, the verification efficiency is improved, and the labor cost is saved.
Description
technical field [0001] The present application relates to the field of computer application technology, and in particular to a dialogue system reliability verification method, model generation method and device. Background technique [0002] With the rapid development of artificial intelligence technology, various intelligent dialogue systems are becoming popular, such as service interaction 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 related technologies, the dialog data between the user and the dialog system is usually checked manually to determine the reliability of the human-machine dialog. However, since the dialogue data generated by the dialogue system is very large, manual verification cannot guarantee the authenticity, and the efficiency is low, which increases ...
Claims
the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More Application Information
Patent Timeline
Login to View More IPC IPC(8): G06F16/332
CPCG06F16/3329
Inventor 王玉昕郑祺星
Owner KINGSOFT