Text abstract generation method and device, computer equipment and storage medium

A technology for generating devices and texts, which is applied in the field of artificial intelligence and can solve the problems of poor user reading experience, time-consuming and low-precision generation of text summaries, etc.

Pending Publication Date: 2019-04-19
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Embodiments of the present invention provide a method, device, computer equipment, and storage medium for generating text summaries, aiming to solve the problems of long time-consuming, low precision and poor reading experience for text summaries

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  • Text abstract generation method and device, computer equipment and storage medium
  • Text abstract generation method and device, computer equipment and storage medium
  • Text abstract generation method and device, computer equipment and storage medium

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Embodiment Construction

[0020] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. 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.

[0021] It should be understood that when used in this specification and the appended claims, the terms "comprising" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude one or Presence or addition of multiple other features, integers, steps, operations, elements, components and / or collections thereof.

[0022] It should also be understood that the terminology used ...

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Abstract

The embodiment of the invention discloses a text abstract generation method and device, computer equipment and a storage medium. The method is applied to the field of neural networks in prediction models. The method comprises the steps that a target text is preprocessed, and the preprocessed target text is converted through a word vector tool to obtain a word vector; Constructing a text abstract model taking coding and decoding as a framework, taking the word vectors as input of the text abstract model, and training the text abstract model in a loop iteration mode to output a sentence to be extracted; Preprocessing the to-be-processed text, converting the to-be-processed text into word vectors, inputting the word vectors of the to-be-processed text into the trained text abstract model, andoutputting a plurality of sentences to be extracted; And scoring the plurality of sentences to be extracted according to a preset scoring function model, and generating a text abstract according to the scores of the sentences to be extracted. By implementing the method provided by the embodiment of the invention, the text abstract can be quickly generated, and the precision of the text abstract is effectively improved.

Description

technical field [0001] The present invention relates to the technical field of artificial intelligence, in particular to a method, device, computer equipment and storage medium for generating text summaries. Background technique [0002] With the advancement and development of science and technology, the era of artificial intelligence has quietly arrived, and people's daily life has gradually begun to involve artificial intelligence. In today's era of information explosion, huge amounts of information are generated all the time, such as web news, Weibo, WeChat articles, emails and so on. In order to enable users to quickly and efficiently obtain the required information, it is necessary to collect and organize text information into text summaries for users to browse quickly. Existing text summarization methods are mainly extraction methods, which generate text summaries by extracting sentences from the target text, but this method takes a long time to generate text summarie...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/34G06F17/27G06N3/04G06N3/08
CPCG06N3/08G06F40/289G06N3/045
Inventor 金戈徐亮肖京
Owner PING AN TECH (SHENZHEN) CO LTD
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