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Model training method and device, electronic equipment and storage medium

A model training and model technology, which is applied in the computer field, can solve problems such as over-translation and low accuracy of translation results, and achieve the effects of improving accuracy, reducing the probability of mis-translation or over-translation, and improving training effects

Pending Publication Date: 2021-08-03
BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In the above scheme, due to the flaws in the network model itself, even the highest-scoring candidate results may have over-translation problems, resulting in low accuracy of the final translation results

Method used

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  • Model training method and device, electronic equipment and storage medium
  • Model training method and device, electronic equipment and storage medium
  • Model training method and device, electronic equipment and storage medium

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Embodiment Construction

[0076] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only some of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art based on this application belong to the scope of protection of this application.

[0077] In order to improve the accuracy of model training, embodiments of the present application provide a model training method, device, electronic equipment, and storage medium, which will be described in detail below.

[0078] see figure 1 , figure 1 It is a schematic flowchart of a model training method provided in the embodiment of the present application, and the method can be applied to electronic devices such as desktop computers, notebook compu...

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Abstract

The embodiment of the invention provides a model training method and device, electronic equipment and a storage medium, and relates to the technical field of computers. The method comprises: obtaining a first corpus pair, wherein the first corpus pair comprises a first source text of a source language and a first target text of a target language corresponding to the first source text; constructing a model for a training sample by utilizing the first corpus, wherein the sample construction model is used for translating a text of the target language into a text of the source language; obtaining a second target text of the target language, and translating the second target text by using the sample construction model to obtain a second source text; and training a target translation model by utilizing a second corpus pair, wherein the second corpus pair comprises the second source text and a second target text, and the target translation model is used for translating the text of the source language into the text of the target language. By applying the scheme provided by the embodiment of the invention, the accuracy of model translation can be improved.

Description

technical field [0001] The present application relates to the field of computer technology, in particular to a model training method, device, electronic equipment and storage medium. Background technique [0002] With the rapid development of artificial intelligence, the application of network models is becoming more and more extensive. When translating, the network model can be used to translate the source text in the source language into the target text in the target language. However, when the network model is translating, there may be an overturning problem, which makes the wrong string appear repeatedly in the translated target text, and the length of the target text is limited, which will easily lead to the target text being filled with wrong strings. It cannot cover all the characters in the source text, and the translation accuracy is poor. [0003] For example, suppose the source text with English language as the source language is "A's remote control, the mouse a...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/58G06F40/44G06F40/30G06N3/08G06K9/62
CPCG06F40/58G06F40/44G06F40/30G06N3/08G06F18/22
Inventor 杨柳祎李长亮郭馨泽
Owner BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD
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