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Chinese spelling checking method

A checking method and spell checking technology, applied in instruments, digital data processing, computing, etc., can solve the problem that only characters and word features are used in the check, and pinyin features are not used, so as to avoid cumbersome processes and have Universal, domain-adaptive effects

Active Publication Date: 2021-02-05
NORTH CHINA UNIVERSITY OF TECHNOLOGY
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Problems solved by technology

Secondly, in English, most of the mistakes come from spelling mistakes. Most of these mistakes can be checked directly by looking up the dictionary, while every word in Chinese is legal, and Chinese mistakes need to be combined with the context. It can be seen that the current inspection only uses the features of characters and words, and does not use the features of pinyin

Method used

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  • Chinese spelling checking method
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Embodiment Construction

[0023] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and associated uses, methods, consistent with aspects of the invention as recited in the appended claims.

[0024] figure 1 It is the flow chart of the checking method of Chinese spelling in the embodiment of the present invention, as figure 1 As shown, the checking method of the Chinese spelling includes the following steps:

[0025] Step 101, establishing a Chinese spelling check model based on the neural sequence.

[0026] Step 102, setting Chinese spelling error checking as a ...

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Abstract

The invention discloses a method for checking Chinese spelling. The method comprises the following steps of establishing a Chinese spelling checking model; setting Chinese spelling error check as a sequence labeling task; adding dynamic words and pinyin to train the model; respectively inputting characters, words and pinyin into the trained model; characters, words and phonetic alphabets input into the model being matched through the sequence labeling task. The method is advantaged in that characteristics of characters, words and pinyin can be effectively fused, word segmentation is not needed, an end-to-end debugging solution can be realized, tedious processes are avoided, the characteristics of the characters, the words and the pinyin are fused, word segmentation is not needed, and the method has universality and domain adaptability compared with a traditional debugging method.

Description

technical field [0001] The invention relates to the technical field of automatic text error checking, in particular to a method for checking Chinese spelling. Background technique [0002] With the development of information processing technology, traditional text work is basically replaced by computers, and with the development of the Internet, e-books, e-newspapers, emails, etc. have become part of people's daily life, but text errors are becoming more and more The more traditional manual checks are, the low efficiency, high intensity, long cycle and other issues obviously cannot meet the needs of text spelling checks. Therefore, the automatic text error checking technology affects the rhythm and development of the publishing industry, so the study of automatic text checks has a Very important practical significance. [0003] Chinese spelling check is different from English. First of all, there are natural separators between each word in English, such as spaces, commas, e...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/232
Inventor 段建勇王昊张梅马东超王冰潘利建袁阳
Owner NORTH CHINA UNIVERSITY OF TECHNOLOGY
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