Similar problem generation method, system, electronic device and storage medium based on text similarity algorithm

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...

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.

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