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A Chinese Naming Method Fused with Fixed Phrase Information

A technology of speech information and phrases, applied in semantic analysis, text database query, natural language data processing, etc.

Active Publication Date: 2022-05-20
国际关系学院
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a Chinese naming method that integrates fixed phrase information, thereby solving the aforementioned problems in the prior art, tapping the potential of existing Chinese fixed phrases, and further expanding the use of fixed phrases in daily life Application Scenario

Method used

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  • A Chinese Naming Method Fused with Fixed Phrase Information
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  • A Chinese Naming Method Fused with Fixed Phrase Information

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Embodiment Construction

[0037] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to explain the present invention, and are not intended to limit the present invention.

[0038] This specific embodiment describes how to use the Chinese naming method based on fixed phrase information to name dishes, and the finally generated dish names are Chinese idiom homophonic phrases that are related to the original dish names and dish descriptions. The original dish names and dish descriptions for experiments and tests are pre-crawled through public information on the Internet to form a small data set, which mainly includes the dish names and the characteristics, description sentences and specific methods of the dishes in the recipe data on the official website of "Gourmet Jie"...

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Abstract

This patent applies the keyword extraction and semantic nesting technology in natural language processing to Chinese fixed phrases, taps the potential of existing Chinese fixed phrases, and further expands its application scenarios in daily life. The most meaningful words in the title and description of the described things are extracted by keyword extraction technology, and the description words, idioms themselves and corresponding semantics are converted into nested embedding vectors through the SBert model, and semantic matching is performed, and editing is skillfully added to them. The distance algorithm sorts the matching degree of the output idioms, and finally generates the most matching idiom set. These generated idioms with homophones and different characters can be applied in various fields of daily life, whether it is Internet hot words, best-selling recipes, store names, slogans and even book titles, which can be applied or inspired.

Description

technical field [0001] The invention relates to the field of natural language processing, in particular to a Chinese naming method fused with fixed phrase information. Background technique [0002] With the continuous development and popularization of natural language processing technology, more and more deep learning algorithms and techniques are applied to Chinese texts, especially in the aspects of Chinese text similarity and Chinese semantic understanding, related research is in full swing. For everyday text, natural language processing technology can achieve certain results. Because most of the model training is based on the massive text in the Internet. However, for Chinese fixed phrases, such as idioms and Xiehouyu, which are abbreviated and simplified Chinese texts, due to the complexity of their structure and semantics, it is difficult for the above techniques to be used. This further limits the acquisition of knowledge related to or beyond fixed phrases, and the ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/33G06F16/35G06F40/194G06F40/295G06F40/30
CPCG06F16/3344G06F16/35G06F40/194G06F40/295G06F40/30
Inventor 李斌阳孙绪瑞李岩
Owner 国际关系学院