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Method and system for disambiguating polysemy in sentences

A polysemous word and disambiguation technology, applied in semantic analysis, semantic tool creation, special data processing applications, etc., can solve problems such as polysemous word semantics affecting the accuracy of translated text, unable to accurately identify polysemous word semantics, and unable to identify users' true intentions, etc.

Pending Publication Date: 2020-10-30
GUANGDONG XIAOTIANCAI TECH CO LTD
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Problems solved by technology

[0003] However, there are a large number of polysemy words in Chinese characters. When there are polysemy words in the sentence, the smart terminal may not be able to accurately identify the semantics of the polysemy words in the sentence, resulting in the inability to recognize the user's true intention.
In addition, in the process of translation, the choice of semantics of polysemous words also directly affects the accuracy of the translated text.

Method used

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  • Method and system for disambiguating polysemy in sentences
  • Method and system for disambiguating polysemy in sentences

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Embodiment Construction

[0074] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present application. However, it will be apparent to those skilled in the art that the present application may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.

[0075] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of described features, integers, steps, operations, elements and / or components, but does not exclude one or more other Presence or addition of characteristics, wholes, steps, operations, elements, components and / or collections.

[0076] In order ...

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Abstract

The invention provides a method and system for disambiguating polysemous words in sentences. The method comprises the steps: obtaining the polysemous words and word information corresponding to the polysemous words, and generating a first type of triple data according to the polysemous words and the word information; obtaining a corpus sample containing the polysemy, and generating a second type of triple data according to the corpus sample; generating a knowledge graph according to the first type of triple data and the second type of triple data; obtaining a user corpus; and if the user corpus contains the polysemy, analyzing the user corpus according to the knowledge graph to determine the semantics of the polysemy in the user corpus. According to the method, the knowledge graph is generated through the polysemous words and the corpus samples containing the polysemous words, and then the user corpus is analyzed through the knowledge graph, so that semantics corresponding to the polysemous words contained in the user corpus are quickly and accurately determined, and ambiguity of understanding is avoided.

Description

technical field [0001] The invention relates to the technical field of natural language processing, in particular to a method and system for disambiguating polysemous words in sentences. Background technique [0002] With the rapid development of the Internet, people's lives are becoming more and more intelligent. It is also more and more common to recognize the information input by the user through the smart terminal and then perform corresponding operations, such as keyword search, etc. Therefore, the accuracy of identifying the information input by the user through the smart terminal seriously affects the feedback made by the smart terminal. [0003] However, there are a large number of polysemy words in Chinese characters. When there are polysemy words in the sentence, the smart terminal may not be able to accurately identify the semantics of the polysemy words in the sentence, resulting in the inability to recognize the user's true intention. In addition, in the proces...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F40/289G06F40/30G06F40/247
CPCG06F16/367
Inventor 周林
Owner GUANGDONG XIAOTIANCAI TECH CO LTD
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