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Title generation method and device, electronic equipment and storage medium

A title and model generation technology, applied in the fields of electrical digital data processing, instruments, and computing, can solve problems such as inability to generate titles, and achieve the effect of improving semantic fluency

Pending Publication Date: 2021-03-05
PING AN TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0003] At present, there are two problems in the method of title generation: first, it is mainly based on the extraction method, that is, to extract important words from the article as the topic of the article, and then compose these words into the title according to certain grammatical rules, which cannot be generated Fluent titles that conform to semantics; second, the generated titles cannot be well combined with the user's style to generate titles that meet the user's individual needs

Method used

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

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Embodiment Construction

[0051] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0052] The embodiment of the present application provides a title generation method. The execution subject of the title generation method includes but is not limited to at least one of electronic devices such as a server and a terminal that can be configured to execute the method provided by the embodiment of the present application. In other words, the title generation method can be executed by software or hardware installed on the terminal device or server device, and the software can be a block chain platform. The server includes, but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, and the like.

[0053] refer to figure 1 As shown in FIG. 2 , it is a schematic flowchart of a title generation method provided by an embodiment of the present invention. In an embodiment ...

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Abstract

The invention discloses a title generation method and device, electronic equipment and a storage medium. The invention relates to the field of intelligent decision making, and discloses a title generation method, which comprises the following steps of: obtaining an original corpus set, and performing preprocessing operation and divider identification on the original corpus set to generate a targetcorpus set; and performing vector encoding, semantic encoding and title sequence decoding on the target corpus set by using a pre-constructed title generation model to obtain a decoded title, calculating a loss value of a tag corresponding to the decoded title and the original corpus set, and adjusting a parameter of the title generation model according to the loss value; until the loss value issmaller than a preset threshold value, obtaining a trained title generation model; and based on the title style input by the user, performing title generation on the corpus of a to-be-generated titleby utilizing the trained title generation model to obtain a generation result. In addition, the invention also relates to a blockchain technology, and the target corpus set can be stored in a blockchain. According to the invention, titles which smoothly accord with semantics and meet user styles can be generated.

Description

technical field [0001] The present invention relates to the field of intelligent decision-making, in particular to a title generation method, device, electronic equipment and computer-readable storage medium. Background technique [0002] Title generation is to automatically generate corresponding titles from the original content. In financial public opinion events, headline generation can be used as a means of information extraction to help mine hot events in public opinion events. Similarly, in financial and financial news and other media websites, eye-catching headlines are automatically generated according to news, making users more Tend to click to read news, improve the exposure and click of the overall news. [0003] At present, there are two problems in the method of title generation: first, it is mainly based on the extraction method, that is, to extract important words from the article as the topic of the article, and then compose these words into the title accord...

Claims

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Application Information

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IPC IPC(8): G06F40/258G06F40/126G06F40/30
CPCG06F40/258G06F40/126G06F40/30
Inventor 陈军庄伯金王少军
Owner PING AN TECH (SHENZHEN) CO LTD
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