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Artificial intelligence-based text error correction method and device and computer readable medium

A text error correction and artificial intelligence technology, applied in computing, natural language data processing, special data processing applications, etc., can solve problems such as inability to correct text errors and poor accuracy of text error correction

Active Publication Date: 2018-05-18
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, in the existing technology, after the network model is trained, it is fixed. After a period of use, it may not be able to accurately correct the text, resulting in poor accuracy of text error correction.

Method used

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  • Artificial intelligence-based text error correction method and device and computer readable medium
  • Artificial intelligence-based text error correction method and device and computer readable medium
  • Artificial intelligence-based text error correction method and device and computer readable medium

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Embodiment Construction

[0093] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0094] figure 1 It is a flowchart of Embodiment 1 of the text error correction method based on artificial intelligence of the present invention. Such as figure 1 As shown, the artificial intelligence-based text error correction method of this embodiment may specifically include the following steps:

[0095] 100. Obtain the error-corrected target segment in the error-corrected text and the original segment corresponding to the target segment in the original text; the target segment is when the original text is error-corrected based on the pre-trained segment scoring model, from multiple selected from candidate fragments;

[0096] The text error correction method based on artificial intelligence in this embodiment is executed by an artificial int...

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PUM

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Abstract

The invention provides an artificial intelligence-based text error correction method and device and a computer readable medium. The method comprises the following steps of: obtaining an error corrected target fragment in an error correction text and an original fragment, in an original text, corresponding to the target fragment, wherein the target fragment is selected from a plurality of candidatefragments of the original fragment when error correction is carried out on the original text on the basis of a pre-trained fragment scoring model; obtaining feedback information of a target result fed back by a user on the basis of the error correction text; carrying out incremental training on the fragment scoring model according to the target fragment, the original fragment and the feedback information; and carrying out error correction on a subsequent original text on the basis of the trained fragment scoring model. According to the method, when the trained fragment scoring model is used for carrying out text error correction, the text error correction correctness can be effectively improved.

Description

【Technical field】 [0001] The present invention relates to the field of computer application technology, in particular to an artificial intelligence-based text error correction method, device and computer-readable medium. 【Background technique】 [0002] Artificial Intelligence (AI) is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems, etc. [0003] With the development of science and technology, there are more and more modes of human-computer interaction in various scenarios, which can greatly improve the user experience. For ...

Claims

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Application Information

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IPC IPC(8): G06F17/27G06F17/30
CPCG06F16/951G06F40/289G06F40/30
Inventor 肖求根詹金波郑利群邓卓彬何径舟
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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