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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  • Application Information

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Problems solved by technology

Although manual generation of product description text is of high quality, it is time-consuming and lab

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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[0050] The exemplary embodiment will be described in detail herein, and examples thereof are shown in the drawings. The following description is related to the drawings, unless otherwise indicated, the same numbers in the drawings represent the same or similar elements. The embodiments described in the exemplary embodiments described below do not represent all embodiments consistent with the present disclosure. Instead, they are only examples of devices and methods consistent with some aspects of the present disclosure as detailed in the appended claims.

[0051]In order to make it more easier to understand the present disclosure, the relevant techniques are described more than the relevant techniques, and the relevant techniques are first described below:

[0052] Related technologies For the generation of the product description text, it is usually directly used to generate text into the pre-training model, where the method of obtaining a commodity properties is to describe the ...

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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
CPCG06N3/04G06N3/08G06F16/345G06F40/237G06F40/258G06F40/295
Inventor 张芮汤胜军王鹏程彭力陈帅
Owner BEIJING XIAOMI MOBILE SOFTWARE CO LTD
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