Natural language processing method and device based on multiple tools and medium

A natural language processing and multi-tool technology, applied in the field of natural language processing, can solve problems such as difficulty in adapting to other languages, and achieve the effects of improving convenience, usability, and scalability

Pending Publication Date: 2022-06-03
戎行技术有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

For example, when the underlying framework used for natural language analysis is directly applied to actual production and development, it is only friendly to some languages, and it is difficult to adapt to other languages.

Method used

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  • Natural language processing method and device based on multiple tools and medium
  • Natural language processing method and device based on multiple tools and medium

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Embodiment Construction

[0052] In order to make the objectives, technical solutions and advantages of the present application clearer, the technical solutions of the present application will be clearly and completely described below with reference to the specific embodiments of the present application and the corresponding drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0053] The technical solutions provided by the embodiments of the present application will be described in detail below with reference to the accompanying drawings.

[0054] like figure 1 As shown, the embodiments of the present application provide a multi-tool-based natural language processing method, including:

[0055] S101: ...

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Abstract

The invention discloses a natural language processing method and device based on multiple tools and a medium. The method comprises the steps that multiple open source NLP tools are obtained; dividing the specific language into a plurality of dimensions matched with the specific language; a pre-obtained training sample is determined, and in the training sample, at least part of the structure is embodied in the form of a specific language; for each open source NLP tool, using the open source NLP tool to carry out natural language processing analysis on the training sample so as to analyze the training sample under each dimension, and obtaining analysis results corresponding to multiple dimensions; for each dimension, obtaining analysis results of a plurality of open source NLP tools under the dimension so as to train and obtain an NLP dimension model corresponding to the dimension; and according to the plurality of NLP dimension models, realizing natural language processing of the specific language. According to the method, natural language processing is carried out through a plurality of open source NLP tools, the analysis result of the specific language under multiple dimensions is obtained, the problem that analysis accuracy is low when a single basic NLP tool is used is solved, and usability is improved.

Description

technical field [0001] The present application relates to the field of natural language processing, in particular to a multi-tool-based natural language processing method, device and medium. Background technique [0002] In today's field of software development, the term artificial intelligence (AI) is mentioned more and more, and machine learning has become an increasingly important development direction in today's society. Among many machine learning directions, the analysis of natural language has also become a worldwide topic. Natural language analysis means that machines can analyze and process human language. [0003] However, when most scientific research results are applied to practice, they often backfire, and the actual effect is far from the expected value. For example, when the underlying framework used for natural language analysis is directly applied to actual production and development, it is only friendly to the processing results of some languages, and it ...

Claims

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Application Information

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IPC IPC(8): G06F40/268G06F40/289G06F40/30G06K9/62G06N20/00
CPCG06F40/268G06F40/289G06F40/30G06N20/00G06F18/214
Inventor 赵志庆侯玉柱王巍张雨铭威董席峰刘孟
Owner 戎行技术有限公司
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