Text abstract generation method and device, electronic equipment and storage medium
A technology for generating devices and texts, applied in the fields of electrical digital data processing, instruments, calculations, etc., can solve the problems of low overall accuracy of article abstracts, uneven ability and experience of abstract adding personnel, low efficiency of article abstract generation, etc.
Active Publication Date: 2020-10-30
上海风秩科技有限公司
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Problems solved by technology
[0004]
In practice, it is usually the author of the article who adds the abstract to the article, or the staff who edit the article adds the abstract to the article. In this way, the generation efficiency of the article abstract is low, and the ability and experience of the abstract adding personnel are uneven. This leads to low overall accuracy of article summaries
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[0051] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of this application, not all of them. The components of the embodiments of the application generally described and illustrated in the figures herein may be arranged and designed in a variety of different configurations. Accordingly, the following detailed description of the embodiments of the application provided in the accompanying drawings is not intended to limit the scope of the claimed application, but merely represents selected embodiments of the application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without...
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The invention provides a text abstract generation method and device, electronic equipment and a storage medium, and the method comprises the steps: inputting a plurality of clauses of a target text into a pre-trained language model, and obtaining a clause matrix of each clause, wherein the clause matrixes of the plurality of clauses form a text matrix of the target text; based on the clause matrixes respectively corresponding to every two clauses, calculating a first similarity of the two clauses, and based on the first similarity of every two clauses, clustering the plurality of clauses intoa preset number of clause sets; for each clause set, calculating a second similarity between each clause and the target text based on the clause matrix of each clause in the clause set and the text matrix of the target text, and selecting a target clause from the clause set based on the second similarity of each clause; and generating the text abstract corresponding to the target text based on thetarget clause of each clause set, so the generation efficiency of the text abstract is improved.
Description
technical field [0001] The present application relates to the technical field of natural language processing, and in particular, relates to a method, device, electronic device and storage medium for generating a text summary. Background technique [0002] In real life, people can obtain a large amount of text information through the Internet. For example, they can obtain articles pushed by WeChat official accounts by following WeChat official accounts. [0003] The text information disseminated on the Internet is too complex, there are many types of articles, and the contents are varied. In order to facilitate readers to quickly find the articles of interest for reading, a summary of the article is usually added at the top of each article, so that readers can read the article before reading it. Can understand the core content of the article. [0004] In practice, it is usually the author of the article who adds the abstract to the article, or the staff who edit the article ...
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IPC IPC(8): G06F40/258G06F40/211
CPCG06F40/258G06F40/211
Inventor 王千
Owner 上海风秩科技有限公司