Similar problem generation method, system, electronic device and storage medium based on text similarity algorithm
A text similarity and similarity technology, applied in computing, computer parts, electrical digital data processing, etc., can solve problems such as unsound sentences and redundant content, and achieve a comprehensive effect on similar problems
Active Publication Date: 2022-08-09
杭州远传新业科技股份有限公司
View PDF2 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0007] The embodiment of the present application provides a method, system, electronic device and storage medium for generating similar questions based on a text similarity algorithm, so as to at least solve the problem that similar questions generated in the related art are not smooth and contain redundant content.
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
[0036] In order to make the objectives, technical solutions and advantages of the present application clearer, the present application will be described and illustrated below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application. Based on the embodiments provided in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application. In addition, it will also be appreciated that while such development efforts may be complex and lengthy, for those of ordinary skill in the art to which the present disclosure pertains, the techniques disclosed in this application Some changes in design, manufacture or production based on the content are only conventional technical means, and it should not be understood that ...
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 present application relates to a method, system, electronic device and storage medium for generating similar questions based on a text similarity algorithm, wherein the method for generating similar questions based on a text similarity algorithm includes: acquiring interactive scene text data, and generating a question-and-answer pair text; Calculate the text similarity between the answer text in the question-and-answer pair text and the answer text in the industry question-and-answer pair, and determine the industry question-and-answer pair with the greatest similarity; The maximum text similarity of the question text is determined, and the maximum similarity of the question text is determined; the maximum similarity of the question text is compared with the preset threshold, and if the preset threshold is met, the question and answer corresponding to the maximum similarity of the question text The question text is supplemented to the corresponding industry question-and-answer corpus as a similar question of the question text. Through the present application, the problems that the sentences of similar problems generated in the related art are not fluent and contain redundant contents are solved.
Description
technical field [0001] The present application relates to the technical field of natural language processing, and in particular, to a method, system, electronic device and storage medium for generating similar problems based on text similarity algorithms. Background technique [0002] In the process of intelligent interaction, it is necessary to identify the user's text intention, and then trigger the corresponding process. [0003] The current intelligent customer service robot technology mainly uses machine learning algorithms for intention recognition. The machine learning algorithm needs to be trained based on a large number of similar corpora, so a large amount of labeled data needs to be prepared in the early stage of the construction of the intelligent customer service robot. At present, training data is generally generated by manual annotation by business personnel, which has the problems of long cycle and high labeling cost. Therefore, how to automatically obtain r...
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 Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/332G06K9/62
CPCG06F16/3329G06F18/22
Inventor 嵇望王伟凯钱艳朱鹏飞安毫亿梁青
Owner 杭州远传新业科技股份有限公司