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Word sense disambiguation method and device, electronic device and computer readable storage medium

A word meaning disambiguation and disambiguation technology, which is applied in the field of electronic equipment and computer-readable storage media, devices, and word meaning disambiguation methods, can solve the problem of insufficient accuracy of word meaning disambiguation, achieve insufficient resolution accuracy, and save labor The effect of labeling cost and improving accuracy

Active Publication Date: 2021-11-26
SHENZHEN RAISOUND TECH
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Problems solved by technology

[0004] This application provides a word meaning disambiguation method, device, electronic equipment and storage medium to solve the problem that the accuracy of word meaning disambiguation is not high enough

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  • Word sense disambiguation method and device, electronic device and computer readable storage medium
  • Word sense disambiguation method and device, electronic device and computer readable storage medium
  • Word sense disambiguation method and device, electronic device and computer readable storage medium

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Embodiment Construction

[0047] In order to make the purposes, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments It is a part of the embodiments of this application, but not all of them. Based on the embodiments in the present application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present application.

[0048] figure 1 It is a schematic flowchart of a word sense disambiguation method provided in the embodiment of this application. In this embodiment, the word sense disambiguation method includes:

[0049] S1. Acquire the text to be processed, determine the word to be disambiguated in the text to be processed, and the upper context of...

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Abstract

The invention relates to a word sense disambiguation method which comprises the following steps of acquiring a to-be-processed text, determining a to-be-disambiguated word in the to-be-processed text, a preceding text of the to-be-disambiguated word and a following text of the to-be-disambiguated word, searching a plurality of definition interpretations corresponding to the to-be-disambiguated word from a preset semantic knowledge base, vectorizing the plurality of definition interpretations, obtaining a definition matrix, constructing a corresponding classifier based on the definition matrix, inputting the preceding text, the following text and the to-be-disambiguated word into the classifier, obtaining the predicted candidate words of the to-be-disambiguated word, replacing the to-be-disambiguated word with the predicted candidate words, and obtaining a disambiguated standard text. In addition, the invention also relates to a word sense disambiguation method and device, an apparatus and a storage medium. According to the present invention, the problem that the accuracy of word sense disambiguation is not high enough can be solved.

Description

technical field [0001] The present application relates to the field of text processing, in particular to a word sense disambiguation method, device, electronic equipment and computer-readable storage medium. Background technique [0002] There are a certain number of ambiguous words in language vocabulary. Although the appearance of ambiguous words brings convenience to the application of natural language, it also brings certain difficulties to the understanding and translation of natural language. With the rise of artificial intelligence, word sense disambiguation has been applied more and more in many high-tech fields, and it has become an important problem that needs to be solved in natural language processing. [0003] Existing word sense disambiguation methods usually combine machine learning for word sense disambiguation. This method requires a large amount of manually labeled training corpus and is expensive. At the same time, the manual annotation training corpus ca...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/33G06F16/35G06F16/36G06F40/166G06F40/274
Inventor 张剑杨大明黄石磊蒋志燕
Owner SHENZHEN RAISOUND TECH
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