Data processing method and device, abstract display method and device, equipment and storage medium

A technology of data processing and summarization, which is applied in the fields of electronic digital data processing, natural language data processing, and special data processing applications, etc., can solve problems such as low quality of summaries, low recognition ability of summarization generation models, and no practical significance of summaries, etc., to improve Generate quality effects

Pending Publication Date: 2022-04-19
ALIBABA GRP HLDG LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] At present, the quality of summaries generated by traditional summarization

Method used

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  • Data processing method and device, abstract display method and device, equipment and storage medium
  • Data processing method and device, abstract display method and device, equipment and storage medium
  • Data processing method and device, abstract display method and device, equipment and storage medium

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Embodiment Construction

[0041] The characteristics and exemplary embodiments of various aspects of the application will be described in detail below. In order to make the purpose, technical solution and advantages of the application clearer, the application will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. It should be understood that the specific embodiments described here are only intended to explain the present application rather than limit the present application. It will be apparent to one skilled in the art that the present application may be practiced without some of these specific details. The following description of the embodiments is only to provide a better understanding of the present application by showing examples of the present application.

[0042] It should be noted that in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and d...

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Abstract

The embodiment of the invention provides a data processing method and device, an abstract display method and device, equipment and a storage medium. The method comprises the steps of obtaining to-be-processed text data, wherein the to-be-processed text data comprises a plurality of sentences; inputting the plurality of sentences into a target abstract generation model, and determining at least one topic sentence in the plurality of sentences; obtaining an abstract of the to-be-processed text data according to the at least one topic sentence; wherein the input of the target abstract generation model is a plurality of sample sentences in the training text data and context sentence segments corresponding to the sample sentences respectively, and the output of the target abstract generation model is at least one topic sentence corresponding to the training text data. According to the embodiment of the invention, the abstract comprising the context information can be generated based on the target abstract generation model with the capability of integrating the context information, and the generation quality of the abstract is improved.

Description

technical field [0001] The present application relates to the technical field of natural language processing, and in particular to a data processing method, abstract presentation method, device, equipment and storage medium. Background technique [0002] With the development of information technology, people have access to massive amounts of text data, such as conversations, news, blogs, reports, papers, Weibo and so on. In order to obtain important information from a large amount of text data, important content can be extracted from text data by generating a summary. [0003] At present, the quality of summaries generated by traditional summarization models is low, which is not applicable in some scenarios. Abstracts are often moot. Contents of the invention [0004] Embodiments of the present application provide a data processing method, abstract display method, device, device, and storage medium, capable of generating abstracts including context information, and impro...

Claims

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Application Information

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IPC IPC(8): G06F16/34G06F40/216
CPCG06F16/345G06F40/216G06F18/22
Inventor 邹易澄康杨杨孙常龙赵露君林君
Owner ALIBABA GRP HLDG LTD
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