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Text translation method and related device, electronic equipment and storage medium

A text and reference text technology, applied in the direction of natural language translation, etc., can solve problems such as discounts and poor translation accuracy, and achieve the effect of improving translation effect and translation accuracy

Pending Publication Date: 2021-11-30
UNIV OF SCI & TECH OF CHINA +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, when faced with polysemy words, especially polysemy words that are constantly given new meanings in human social activities, the translation accuracy is not good, or even greatly reduced.

Method used

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  • Text translation method and related device, electronic equipment and storage medium
  • Text translation method and related device, electronic equipment and storage medium
  • Text translation method and related device, electronic equipment and storage medium

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Embodiment Construction

[0016] The solutions of the embodiments of the present application will be described in detail below in conjunction with the accompanying drawings.

[0017] In the following description, for purposes of illustration rather than limitation, specific details, such as specific system architectures, interfaces, and techniques, are set forth in order to provide a thorough understanding of the present application.

[0018] The terms "system" and "network" are often used interchangeably herein. The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the character " / " in this article generally indicates that the contextual objects are an "or" relationship. In addition, "many" herein means two or more than two.

[0019] see figure 1 , figure 1 It ...

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Abstract

The invention discloses a text translation method, a related device, electronic equipment and a storage medium, and the text translation method comprises the following steps: obtaining a to-be-translated text and a plurality of reference texts, wherein the to-be-translated text is expressed in a source language, the to-be-translated text contains polysemous words, the plurality of reference texts are expressed in a target language, and each reference text contains paraphrasing words of the polysemous words; extracting a first semantic representation of polysemy words in the to-be-translated text, and respectively extracting a second semantic representation of paraphrasing words in each reference text; based on a clustering result of the first semantic representation and the second semantic representation, obtaining translated words, paraphrased by the target language, of the polysemous words in the to-be-translated text; and translating the to-be-translated text based on the translation words to obtain a translated text represented by the target language. According to the scheme, the translation accuracy can be improved.

Description

technical field [0001] The present application relates to the technical field of natural language processing, in particular to a text translation method and related devices, electronic equipment, and storage media. Background technique [0002] Machine translation is the process of using a computer to convert a text in a source language to be translated into a target language. After decades of development and progress, machine translation has changed from rule-based to statistical-based, and now based on neural networks, and its translation capabilities have been greatly improved. [0003] At present, with the support of massive parallel corpus and large models, neural network-based machine translation has achieved good results for common sentences and words. However, when faced with polysemy words, especially polysemy words that are constantly given new meanings in human social activities, the translation accuracy is not good, or even greatly reduced. In view of this, how...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/42G06F40/58
CPCG06F40/42G06F40/58
Inventor 张为泰
Owner UNIV OF SCI & TECH OF CHINA
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