Text data processing method and device, typo recognition method and device
A technology of text data and processing methods, which can be used in digital data processing, special data processing applications, natural language data processing, etc., and can solve the problem of low recognition rate of typos
Active Publication Date: 2019-12-03
BEIJING GRIDSUM TECH CO LTD
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[0004] The embodiment of the present application provides a text data processing method and device, and a typo recognition method and device, to at least solve the technical problem of low recognition rate of typos in texts in the prior art
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[0021] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the protection scope of this application.
[0022] It should be noted that the terms "first" and "second" in the description and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such th...
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The application discloses a text data processing method and device, and a typo recognition method and device. Wherein, the text data processing method includes: extracting text information and time information corresponding to each sentence in the text information from a preset text data source; determining the word vector corresponding to each word in the text information and the sentence where each word is located The corresponding time vector, wherein, the word vector is a multi-dimensional array used to uniquely represent the word, and the time vector corresponding to the sentence where each word is located is the release time used to uniquely represent the sentence where the word is located; the unit is the sentence in the text information , input the time vector corresponding to each sentence and the word vector corresponding to each word in the sentence into the memory neural network, and train the neural network model, wherein the neural network model is used to identify typos in the text. The present application solves the technical problem of low recognition rate of typos in texts in the prior art.
Description
technical field [0001] The present application relates to the field of text processing, in particular, to a method and device for processing text data, and a method and device for identifying typos. Background technique [0002] Text is an important carrier for recording information. Since most of the texts are manually edited, and manual editing will inevitably make mistakes, resulting in typos in the text. For the recognition of typos in the text, at present, it is usually used to manually establish a correct vocabulary and perform text matching to identify typos. However, it is difficult to find a comprehensive and correct vocabulary, resulting in a high rate of missed detection, and some As the sentence changes over time, its expression also changes. For example, Deputy Director Wang Wu was recently promoted to Director Wang Wu. In the latest news, it is Director Wang Wu. In historical news, it is Deputy Director Wang Wu. If the latest news is released As "Deputy Direc...
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IPC IPC(8): G06K9/62G06F17/27G06N3/02
CPCG06N3/02G06F40/284G06F18/214
Inventor 刘粉香
Owner BEIJING GRIDSUM TECH CO LTD