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Text translation model training method and text translation method and device

A translation model and training method technology, applied in the field of natural language processing, can solve problems such as difficulty in realizing online novel translation model training

Pending Publication Date: 2021-01-22
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Because online novels involve issues such as copyright, there is no parallel corpus for online novels, so it is difficult to train the translation model of online novels

Method used

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  • Text translation model training method and text translation method and device
  • Text translation model training method and text translation method and device
  • Text translation model training method and text translation method and device

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Embodiment Construction

[0100] The embodiment of the present application provides a text translation model training method, text translation method and device, which can align the automatically captured text to generate parallel corpus for model training, thereby realizing the self-discipline of the model train.

[0101] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such that the embodiments of the application described herein, for example, can be practiced in sequences other than those illustrated or described herein. Furthermore, the terms "comprising" and "corresponding to" and any variations thereof, are intended to cover a non-exclusive inclusion, for example, a process, method, system, product...

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Abstract

The invention discloses a text translation model training method and a text translation method based on an artificial intelligence technology, and particularly relates to the field of natural languageprocessing and the field of machine learning, the text translation model training method comprises the steps of obtaining a first text and a second text; if the first text and the second text meet the text alignment condition, obtaining a first to-be-trained parallel text; based on a first sentence included in the first to-be-trained parallel text, obtaining a first translation text through a text translation model; and training the text translation model according to the first translation text and the second sentence. The embodiment of the invention further provides a related device, the automatically captured text can be aligned, so that the parallel corpus for model training is generated, and the self-training of the model is realized.

Description

technical field [0001] The present application relates to natural language processing, and in particular to a text translation model training method, text translation method and device. Background technique [0002] Internet novels refer to written literary works published and disseminated through the Internet. Compared with ordinary novels, the grammar of Internet novels is closer to spoken language and full of Internet buzzwords. Nowadays, Chinese online literature has started to export online literature through external authorization, and the content of translating an online novel is very high. Therefore, the translation of online novels urgently needs to use artificial intelligence (AI) technology to improve the translation efficiency of online literature and reduce translation costs. . [0003] For the translation of online novels, at present, a method for translating digital graphic novels is proposed. Firstly, the content of digital graphic novels is received, and th...

Claims

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Application Information

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IPC IPC(8): G06F40/58G06F40/45
CPCG06F40/58G06F40/45
Inventor 王龙跃刘宏烨
Owner TENCENT TECH (SHENZHEN) CO LTD
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