Text error correction method and device and storage medium

A text error correction and error correction method technology, which is applied in the fields of instruments, computing, and electrical digital data processing, can solve problems such as low error correction efficiency, difficult to detect errors, and poor text error correction effects, and achieve improved text correction. Error effect, the effect of improving the efficiency of text error correction

Pending Publication Date: 2020-05-22
GUANGDONG BOZHILIN ROBOT CO LTD
View PDF3 Cites 7 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In this way, the error correction mechanism lacks the understanding of the context, it is difficult to detect errors related to the context, and in the process of recommending correction items, it is difficult to decide the priority recommendation item from multiple candidate correction items. Therefore, text error correction The effect is not good, and the error correction efficiency is not high

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 more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Text error correction method and device and storage medium
  • Text error correction method and device and storage medium
  • Text error correction method and device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0022] Embodiments of the present invention are described in detail below, examples of which are shown in the drawings, wherein the same or similar reference numerals designate the same or similar elements or elements having the same or similar functions throughout. The embodiments described below by referring to the figures are exemplary only for explaining the present invention and should not be construed as limiting the present invention. On the contrary, the embodiments of the present invention include all changes, modifications and equivalents coming within the spirit and scope of the appended claims.

[0023] In order to solve the lack of understanding of the context in the error correction mechanism in the related art, it is difficult to detect errors involving the context, and in the process of recommending correction items, it is difficult to decide the priority recommendation item from multiple candidate correction items. Therefore, text error correction The technica...

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

No PUM Login to view more

Abstract

The invention provides a text error correction method and a device and a storage medium. The method comprises the following steps: carrying out the word segmentation of a text to be corrected so as toobtain a plurality of segmented words; and performing word-by-word error correction on each segmented word by adopting an error correction model to obtain a target text, wherein the error correctionmodel is obtained by training in advance by adopting a reinforcement learning method. By means of the method, errors related to the context in the text can be effectively detected, the text error correction efficiency is effectively improved, and the text error correction effect is improved.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a text error correction method, device and storage medium. Background technique [0002] Text error correction is a common task in natural language processing. Text error correction involves a variety of technologies. Compared with English text error correction, due to the complexity of Chinese, Chinese text has more error types and more difficult error correction. [0003] In related technologies, text error correction generally detects errors in the text first, and then recommends appropriate correction items. In the process of detecting errors in the text, the text is usually divided into words first, and then the correct words are compared library to see if there are any errors in the segmented vocabulary. [0004] In this way, the error correction mechanism lacks the understanding of the context, it is difficult to detect errors related to the co...

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
no application Login to view more
IPC IPC(8): G06F40/232G06F40/284
Inventor 胡盼盼赵茜胡浩杨超龙周玥严彦昌张坚琳高玮
Owner GUANGDONG BOZHILIN ROBOT CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap