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Commodity description text generation method and device and storage medium

A product and text technology, applied in the field of natural language processing, can solve problems such as time-consuming and labor-intensive writing, and low-quality writing, so as to achieve the effect of improving relevance and rationality

Pending Publication Date: 2021-07-23
BEIJING XIAOMI MOBILE SOFTWARE CO LTD +1
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Problems solved by technology

Although manual generation of product description text is of high quality, it is time-consuming and laborious, and automatic generation of product description text also has the problem of low writing quality

Method used

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  • Commodity description text generation method and device and storage medium
  • Commodity description text generation method and device and storage medium
  • Commodity description text generation method and device and storage medium

Examples

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Embodiment Construction

[0050] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present disclosure. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present disclosure as recited in the appended claims.

[0051]In order to make it easier for those skilled in the art to understand the improvement of the solutions provided by the embodiments of the present disclosure compared with the related technologies, the related technologies are first described below:

[0052] Related technologies aim at generating product description texts, usually by directly inputting product attribute words into...

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Abstract

The invention relates to a commodity description text generation method and device and a storage medium. The method comprises the steps that a commodity title and a commodity key descriptor are obtained; the commodity titles are input into an encoder in the text generation model, the key descriptors are input into an attention interaction module in the text generation model to obtain commodity description texts output by the text generation model, and the encoder is used for carrying out weight coding on the commodity titles through an attention mechanism, the attention interaction module is used for carrying out attention interaction alignment on a weight coding result and the commodity key description words through an attention alignment mechanism; and a decoder in the text generation model is used for generating a commodity description text comprising a commodity title based on weight coding and codes subjected to attention interaction alignment. According to the technical scheme provided by the invention, the key description word can be fused into the commodity title, so that the commodity description text is ensured to be generated on the basis of the commodity key information, and the correlation between the commodity description text and the commodity is improved.

Description

technical field [0001] The present disclosure relates to the technical field of natural language processing, and in particular to a method, device and storage medium for generating product description text. Background technique [0002] At present, with the rapid development of e-commerce, people have more and more demands for high-quality goods, and the description text of goods can solve the problem of how people choose the goods they like from the mass of goods, but how to generate high-quality Product description text becomes a problem that must be considered. Although manual generation of product description text is of high quality, it is time-consuming and laborious, and automatic generation of product description text also has the problem of low writing quality. Contents of the invention [0003] In order to overcome the problems existing in related technologies, the present disclosure provides a method, device and storage medium for generating product description ...

Claims

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Application Information

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IPC IPC(8): G06F16/34G06F40/295G06F40/258G06F40/237G06N3/04G06N3/08
CPCG06F16/345G06F40/295G06F40/258G06F40/237G06N3/04G06N3/08
Inventor 张芮汤胜军王鹏程彭力陈帅
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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