Text error correction method, device, terminal device and medium based on language model

Abstract

This application is applicable to the field of artificial intelligence technology, and provides a text error correction method, device, terminal equipment and medium based on a language model. The method includes: determining the name of the person in the text to be corrected, performing Vocabulary replacement, to get the replacement text, vocabulary replacement is used to replace the names of people in the text to be corrected with preset vocabulary and product vocabulary respectively; input the replacement text into the language model for text analysis, and get the text score; the maximum text The replacement text corresponding to the score is set as the standard text, and text error correction is performed on the text to be corrected according to the standard text. This application corrects the text to be corrected based on the preset personal name vocabulary or preset product vocabulary carried in the standard text, without calculating the frequency of use of a single word in the text to be corrected, and without performing text correction based on the frequency of use of a single word , which prevents the error correction of the person's name in the error correction text, and improves the accuracy of the text error correction.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to a language model-based text error correction method, device, terminal device and medium. Background technique [0002] In the process of text error correction, since the name of a person is a low-frequency word, the phrase formed by the combination of the name and other words is also low-frequency. In the process of text error correction, it is often considered that there is an error where the name of the person appears, such as "Zha Wang Congmin's gender", because the frequency of "congmin" is lower than that of "smart", if the name "congmin" is not detected and corrected If it is wrong, it will be wrongly identified as "smart". Therefore, in the process of text error correction, the problem of name detection and error correction has attracted more and more attention. [0003] In the existing text error correction process, the error correction of t...

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present application provides a language model-based text error correction method, device, terminal device, and medium to solve the problem of text error correction based on the frequency of use of a single vocabulary in the prior art. The problem of low error correction accuracy

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