Method, device, and storage medium for automatically generating text summaries based on deep learning

An automatic generation and deep learning technology, applied in unstructured text data retrieval, text database browsing/visualization, natural language data processing, etc., can solve the problems of low accuracy of summary text and omission of valuable content, etc. Accuracy, the effect of avoiding omissions

Active Publication Date: 2022-04-08
SUNYARD SYST ENG CO LTD
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  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

The commonly used method of extracting summaries is to simply use the extracted phrases in the original document to form summaries. The accuracy of the generated summaries is not high, and the probability of missing valuable content is high.

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  • Method, device, and storage medium for automatically generating text summaries based on deep learning
  • Method, device, and storage medium for automatically generating text summaries based on deep learning
  • Method, device, and storage medium for automatically generating text summaries based on deep learning

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Embodiment Construction

[0055] 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 only some, not all, embodiments of the present invention. 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.

[0056] The terms "comprising" and "having" and any variations thereof in the specification and claims of the present invention and the above drawings are intended to cover non-exclusive inclusion, and the terms "first" and "second" are only used for distinguishing names , does not represent the size or ordering of numbers. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or u...

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Abstract

The embodiment of the present invention discloses a method, device, and storage medium for automatically generating text summaries based on deep learning, wherein the method includes the following steps: constructing a Chinese corpus; preprocessing the corpus text in the corpus to extract the keyword table in the corpus text; Analyze the sentence feature vectors between the sentences in the corpus text and the sentence itself, and construct the sentence vectorized feature model according to the sentence feature vector; use the sentence vectorized feature model to train the text to be processed and build a model to generate the corresponding text summary . By adopting the present invention, the omission of valuable content can be avoided under the premise of ensuring the accuracy of the abstract generated.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a method, device, and storage medium for automatically generating text summaries based on deep learning. Background technique [0002] Now the daily news data comes from major portal websites, with more and more information, the data is also growing explosively. We can quickly obtain a large amount of information, but the information is redundant, it is difficult to understand specific information in a short time, and it takes a lot of time to eliminate useless information. There are automatic tools in the prior art that can help users read news, and then extract important information of a news. The commonly used method for extracting summaries is simply to use the extracted phrases in the original documents to form summaries. The accuracy of the generated summaries is not high, and the probability of missing valuable content is high. Contents of th...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/34G06F40/211G06F40/253G06F40/295G06F40/30
CPCG06F16/345
Inventor 王慜骊林路刘卫东郏维强
Owner SUNYARD SYST ENG CO LTD
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