Text error correction method and device

A text error correction and text sequence technology, applied in the field of text recognition, can solve problems such as poor performance and difficult application, and achieve the effect of improving recognition accuracy, facilitating voice interaction, and improving efficiency and accuracy

Pending Publication Date: 2021-12-24
BEIJING XIAOMI MOBILE SOFTWARE CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

This patented technology helps identify and select candidates for errors that may occur during speech communication between two users or devices (user A) through their spoken words. It also improves upon how well they recognize these mistakes when interacted with them over time. By comparing different versions of this system's responses against predefined dictionaries containing known corrections, we aim to enhance understanding about what happened at both ends while still providing accurate results. Additionally, our technique uses techniques like coarsely searching combining small searches together into larger ones to further increase its ability to accurately distinguish incorrect parts caused by noise. Overall, this innovation makes better conversational experiences possible due to increased confidence and ease of use across various domains such as healthcare settings, education systems, training sessions, etc., which are becoming increasingly important factors affecting people’s overall performance.

Problems solved by technology

This patented technology improves on existing methods for identifying errors during data processing by providing corrections that are more accurate than previously identified ones.

Method used

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  • Text error correction method and device
  • Text error correction method and device
  • Text error correction method and device

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Embodiment Construction

[0079] The technical solutions of the present disclosure will be clearly and completely described below in conjunction with the accompanying drawings. Apparently, the described implementations are part of the implementations of the present disclosure, but not all of them. Based on the implementation manners in the present disclosure, all other implementation manners obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of the present disclosure. In addition, the technical features involved in different embodiments of the present disclosure described below may be combined with each other as long as they do not constitute a conflict with each other.

[0080] Text error correction is a very challenging task in the field of NLP (Natural Language Processing, Natural Language Processing). Text error correction technology is mainly used to identify the wrong segment in the text sequence and give the correct text after error corr

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Abstract

The invention relates to the technical field of text recognition, in particular to a text error correction method and device. The text error correction method comprises the following steps: identifying a to-be-corrected entity from a text sequence; determining a preset number of candidate entities from a target knowledge base according to the entity to be corrected; and executing preset processing on the entity to be corrected according to the similarity between the entity to be corrected and each candidate entity. According to the embodiment of the invention, the text error correction efficiency and accuracy are improved.

Description

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Claims

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Application Information

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Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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