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Translation model training method and device, equipment and storage medium

A translation model and training method technology, applied in the field of devices, equipment and storage media, and translation model training methods, can solve problems such as low translation accuracy, and achieve the effect of improving translation accuracy

Active Publication Date: 2021-07-20
BEIJING YOUZHUJU NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the translation accuracy of such translation software on other non-common language pairs (for example, German to French) is low

Method used

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  • Translation model training method and device, equipment and storage medium
  • Translation model training method and device, equipment and storage medium
  • Translation model training method and device, equipment and storage medium

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Embodiment Construction

[0025] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein; A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0026] It should be understood that the various steps described in the method implementations of the present disclosure may be executed in different orders, and / or executed in parallel. Additionally, method embodiments may include additional steps and / or omit performing illustrated steps. The scope of the present disclosure is not limited in this respect. ...

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Abstract

The embodiment of the invention discloses a translation model training method and device, equipment and a storage medium. The method comprises the following steps: acquiring at least one original corpus; aligning and replacing at least one original vocabulary of a source end corpus in the original corpus with a target vocabulary with the same meaning, thereby acquiring the replacement corpus corresponding to the original corpus, wherein the original vocabulary and the target vocabulary are different in language; and constructing a pseudo-parallel corpus based on the original corpus and the replacement corpus, and training a preset basic translation model by using the pseudo-parallel corpus to obtain a target translation model. According to the method, the translation accuracy of the translation model in other non-universal language pairs is improved.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a training method, device, device, and storage medium for a translation model. Background technique [0002] With the continuous development of computer technology, all kinds of translation software have emerged as the times require, and have become an important channel for people to obtain external information. [0003] Existing translation software, the establishment of its language translation model is usually based on the parallel corpus of a certain common language as the center for training, and is used to realize the translation between the common language and other languages ​​(taking the common language as English as an example) , such as realizing English-to-French translation, etc.). However, the translation accuracy of such translation software on other non-universal language pairs (for example, German to French) is relatively low. ...

Claims

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Application Information

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IPC IPC(8): G06F40/47G06F40/247G06F40/126
CPCG06F40/47G06F40/247G06F40/126
Inventor 潘骁王明轩吴礼蔚李磊
Owner BEIJING YOUZHUJU NETWORK TECH CO LTD