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Automatic training method, platform, electronic device, and storage medium for machine translation model

A training method and machine translation technology, applied in machine learning, computing models, natural language translation, etc., can solve problems such as unsmooth one-key operation

Active Publication Date: 2021-07-06
BEIJING BYTEDANCE NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Usually, each translation link requires a lot of manual settings, requiring the model trainer to have a high professional level. In addition, each link in the training process is generally run independently, requiring the model trainer to perform too many operations, and one-click translation cannot be performed smoothly. operate

Method used

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  • Automatic training method, platform, electronic device, and storage medium for machine translation model
  • Automatic training method, platform, electronic device, and storage medium for machine translation model

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Embodiment Construction

[0025] In order to make the technical problems solved by the embodiments of the present disclosure, the technical solutions adopted and the technical effects achieved clearer, the technical solutions of the embodiments of the present disclosure will be further described in detail below in conjunction with the accompanying drawings. Obviously, the described embodiments are only Some of the embodiments of the present disclosure are not all of the embodiments. Based on the embodiments in the embodiments of the present disclosure, all other embodiments obtained by those skilled in the art without creative work fall within the protection scope of the embodiments of the present disclosure.

[0026] It should be noted that the terms "system" and "network" in the embodiments of the present disclosure are often used interchangeably herein. The "and / or" mentioned in the embodiments of the present disclosure refers to including any and all combinations of one or more related listed items...

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Abstract

An embodiment of the present disclosure discloses an automatic training method, platform, electronic device, and storage medium for a machine translation model. The method includes: visually displaying at least one translation link; obtaining a training instruction input by a user for a target model to be trained; Determine at least one translation link to be executed and configuration information according to the training instruction, obtain the script file of the at least one translation link to be executed, and associate the acquired script file with parameter configuration according to the configuration information; run The associated script file to train the target model. The automatic machine translation training method provided by the embodiments of the present disclosure can realize visual control and convenient control of the machine translation process.

Description

technical field [0001] Embodiments of the present disclosure relate to the technical field of natural language processing, and in particular to an automatic training method, platform, electronic device, and storage medium for a machine translation model. Background technique [0002] The training process of the machine translation model requires at least data cleaning of the sample data (such as dirty character removal, punctuation normalization, dirty data removal, etc.), data preprocessing (such as Chinese word segmentation, Japanese word segmentation, etc.), model training, automatic machine evaluation (effect ), manual evaluation, model launch, etc. [0003] Usually, each translation link requires a lot of manual settings, requiring the model trainer to have a high professional level. In addition, each link in the training process is generally run independently, requiring the model trainer to perform too many operations, which cannot be performed smoothly with one click....

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F40/58G06N20/00
CPCG06N20/00
Inventor 赵程绮李磊周浩王明轩潘骁
Owner BEIJING BYTEDANCE NETWORK TECH CO LTD