Text writing style processing method, device and equipment and storage medium

A technology of writing style and processing method, which is applied in the computer field, can solve the problems of poor accuracy of text style conversion, achieve the effects of reducing catastrophic forgetting, improving quality, and avoiding entity translation errors

Pending Publication Date: 2020-10-02
NETEASE (HANGZHOU) NETWORK CO LTD
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Problems solved by technology

[0005] The purpose of the present invention is to provide a text writing style processing method, device, equipm

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  • Text writing style processing method, device and equipment and storage medium
  • Text writing style processing method, device and equipment and storage medium
  • Text writing style processing method, device and equipment and storage medium

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Embodiment Construction

[0069] In order to make the objectives, technical solutions, and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be described clearly and completely in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of the embodiments of the present invention, not all the embodiments.

[0070] Before describing the solution of the present application in detail, the relevant technical background will be explained first. Text style transfer refers to changing the style of the original text without changing the semantics of the original text. For example, turn negative reviews of games into positive reviews without changing the content, object, and other information that has nothing to do with emotions. In this example, emotion is the style of the text. The style of the text is a comprehensive characteristic of the text. ...

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Abstract

The invention provides a text writing style processing method, device and equipment and a storage medium, and relates to the technical field of computers. The method comprises the steps of obtaining an input text of a first writing style of a target application scene; and processing the input text by adopting a pre-trained writing style migration model of the target application scene to obtain a second writing style text with the same semantics as the input text. The writing style migration model is a model obtained by training a corpus text of a target application scene and a pre-constructedpseudo-parallel data set; the pseudo-parallel data set comprises a plurality of data pairs, each data pair comprises a corpus text of a second writing style and a back-translation text of a first writing style, and the back-translation text is a text obtained by back-translating a corpus of the second writing style. According to the scheme, the self-adaption problem in the field of text writing style conversion can be effectively solved, and the accuracy of text writing style conversion is improved.

Description

Technical field [0001] The present invention relates to the field of computer technology, in particular to a method, device, equipment and storage medium for processing text writing style. Background technique [0002] Text style transfer refers to changing the style of the original text without changing its semantics. Realizing the automatic conversion of text style can effectively improve the efficiency of text creation. [0003] In the prior art, an unsupervised method is usually used to realize the conversion of text style, specifically by separating the text style and content, modeling the style and content of the text separately, and fusing the target style and content to achieve the purpose of controlling the target text style conversion . [0004] However, the existing methods do not consider the problem of scene adaptation, resulting in poor accuracy of text style conversion. Summary of the invention [0005] The purpose of the present invention is to provide a text writin...

Claims

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Application Information

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IPC IPC(8): G06F40/253G06F40/166
CPCG06F40/253G06F40/166Y02D10/00
Inventor 黄诗磊张聪毛晓曦范长杰胡志鹏
Owner NETEASE (HANGZHOU) NETWORK CO LTD
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