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BERT-based telecom industry OA office automation manuscript auditing method

A technology in the office automation and telecommunications industries, applied in the field of big data, it can solve problems such as low efficiency of manual review, and achieve the effect of solving low efficiency and improving accuracy

Active Publication Date: 2020-12-18
中博信息技术研究院有限公司
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a BERT-based method for auditing OA office automation manuscripts in the telecommunications industry, which solves the technical problem of the low efficiency of traditional manual auditing

Method used

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  • BERT-based telecom industry OA office automation manuscript auditing method
  • BERT-based telecom industry OA office automation manuscript auditing method
  • BERT-based telecom industry OA office automation manuscript auditing method

Examples

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Embodiment Construction

[0032] like Figure 1-Figure 8 A BERT-based method for reviewing OA office automation manuscripts in the telecommunications industry includes the following steps:

[0033] Step 1: Establish client module, sensitive word recognition module, word error correction module and semantic analysis module;

[0034] The client module is used to enter the text to be reviewed;

[0035] The sensitive word identification module is used to search and match the text to be reviewed;

[0036] The word error correction module is used to identify and correct typos in the text to be reviewed;

[0037] The semantic analysis module is used to review the logic of the text to be reviewed, and find sentences that are not smooth;

[0038] Step 2: The client module receives the text to be reviewed entered by the user, and selects sensitive word review, error correction review or semantic analysis review through the client module;

[0039] Step 3: The client module sends the text to be reviewed to the...

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PUM

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Abstract

The invention discloses a BERT-based telecom industry OA office automation manuscript auditing method, belongs to the field of big data, establishes a client module, a sensitive word recognition module, a word error correction module and a semantic analysis module, and solves the technical problem of low efficiency of traditional manual auditing. The BERT is adopted to carry out large-scale pre-training on the manuscripts in the specific field, the manuscripts are audited on the basis of the BERT, the auditing accuracy is improved, meanwhile, the functions of character error correction, sensitive words, semantics and the like are integrated, and various requirements of users can be well met.

Description

technical field [0001] The invention belongs to the technical field of big data, and relates to a BERT-based method for reviewing OA office automation manuscripts in the telecommunications industry. Background technique [0002] Natural language processing is an important direction in the field of computer science and artificial intelligence. It studies various theories and methods that can realize effective communication between humans and computers using natural language. are fields of computer science, artificial intelligence, and linguistics concerned with the interaction between computers and human (natural) language. [0003] Due to the fact that the traditional manual review system has too many news articles, manual review alone often consumes a lot of human resources. And there may be situations where the audit is inaccurate. Contents of the invention [0004] The purpose of the present invention is to provide a BERT-based method for auditing OA office automatio...

Claims

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Application Information

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IPC IPC(8): G06F40/242G06F40/30G06F40/289G06F40/232G06N3/04G06Q10/10G06F40/117
CPCG06F40/242G06F40/30G06F40/289G06F40/232G06F40/117G06Q10/103G06N3/045
Inventor 魏利明费春勇黄峰
Owner 中博信息技术研究院有限公司
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