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Abstract generation method, device, electronic equipment and storage medium

A technology of summarization and storage, applied in the field of automatic summarization of natural language processing, can solve the problem of lack of logical order in summaries, and achieve the effects of good logical order, high fluency and good readability

Pending Publication Date: 2021-05-28
PEKING UNIV FOUNDER GRP CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides an abstract generation method, device, electronic equipment and storage medium to solve the technical problem that the existing abstract generation method lacks a logical order due to lack of sorting.

Method used

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  • Abstract generation method, device, electronic equipment and storage medium
  • Abstract generation method, device, electronic equipment and storage medium
  • Abstract generation method, device, electronic equipment and storage medium

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Embodiment Construction

[0066]In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0067] The existing multi-text automatic summarization method adopts the extraction technology, that is, extracts the subject words from the text, and concatenates the subject words at different positions in the text into paragraphs. Because the sorting process is not performed, the generated paragraphs have no logical order. Poor readability....

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PUM

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Abstract

The invention provides an abstract generation method, a device, electronic equipment and a storage medium. The abstract generation method comprises the steps: extracting at least one abstract sentence from a plurality of text chapters, carrying out the full arrangement of the at least one abstract sentence, so as to generate a first candidate abstract set, and calculating the smoothness of each first candidate abstract in the first candidate abstract set by utilizing a language model, and outputting the first candidate abstract with the maximum smoothness as an abstract. In the abstract generation method, the candidate abstracts are processed by using the language model to output the smoothness of each candidate abstract, then the candidate paragraph with the best smoothness is used as the abstract to be output, and the generated abstract is good in logic order, high in smoothness and good in readability.

Description

technical field [0001] The invention relates to the field of natural language processing automatic summarization, in particular to a method, device, electronic equipment and storage medium for generating summaries. Background technique [0002] Multi-document automatic summarization refers to extracting the main information of multiple texts under the same topic into a summary according to the compression ratio. [0003] The existing multi-document automatic summarization method mainly adopts the extractive automatic summarization generation technology, that is, extracts multiple keywords from multiple documents, and concatenates the keywords that appear in different positions in the document into a paragraph, and finally Generate summary. [0004] However, the existing multi-document automatic summarization method directly connects the subject words in different positions into a paragraph without sorting, resulting in the lack of logical order of the generated summaries an...

Claims

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Application Information

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IPC IPC(8): G06F16/34
CPCG06F16/345
Inventor 刘龑龙佟津乐谢海华
Owner PEKING UNIV FOUNDER GRP CO LTD