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Artificial intelligence-based title rewriting processing method, device and readable medium

A technology of artificial intelligence and processing methods, which is applied in the fields of electronic digital data processing, special data processing applications, natural language data processing, etc., and can solve problems such as inability to meet title rewriting requirements, poor title quality, etc.

Active Publication Date: 2018-03-23
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, because the existing title rewriting processing method is manual rewriting by the user, only one word in the title is rewritten into another word, so that the quality of the rewritten title is poor and cannot meet the real title rewriting needs

Method used

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  • Artificial intelligence-based title rewriting processing method, device and readable medium
  • Artificial intelligence-based title rewriting processing method, device and readable medium
  • Artificial intelligence-based title rewriting processing method, device and readable medium

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Embodiment Construction

[0108] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0109] figure 1 It is a flow chart of Embodiment 1 of the artificial intelligence-based title rewriting processing method of the present invention. Such as figure 1 As shown, the artificial intelligence-based title rewriting processing method of this embodiment may specifically include the following steps:

[0110] 100. Acquire the feature expression of each sentence in the article, the feature expression of the sentence includes the information feature of the sentence and the similarity feature between the sentence and the original title of the article;

[0111] The execution subject of the rewriting processing method of the title based on artificial intelligence in this embodiment is the device for rewriting the title of the article based on a...

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Abstract

The invention provides an artificial intelligence-based title rewriting processing method, device and readable medium. The method comprises steps of acquiring a feature expression of each sentence ofan article, extracting supporting sentences each sentence of the article according to the feature expression of each sentence and a pre-trained supporting sentence extraction model, generating a candidate title corresponding to the supporting sentences of the article according to the supporting sentences of the article and a pre-trained title generation model, and determining whether to use the candidate title to rewrite an original title of the article according to the original title of the article, the candidate title and a pre-trained click rate pre-estimation model. The feature expressionof the sentence comprises sentence information features and similarity features between the sentences and the original title of the article. According to the technical scheme, title quality after rewriting process can be improved as long as the title of the article is rewritten and recall rate of the article with the rewritten title can be improved, so practical title rewrite demand can be met.

Description

【Technical field】 [0001] The present invention relates to the field of computer application technology, in particular to an artificial intelligence-based title rewriting processing method, device and readable medium. 【Background technique】 [0002] Artificial Intelligence (AI) is a new technical science that studies and develops theories, methods, technologies and application systems for simulating, extending and expanding human intelligence. Artificial intelligence is a branch of computer science that attempts to understand the essence of intelligence and produce a new intelligent machine that can respond in a manner similar to human intelligence. Research in this field includes robotics, language recognition, image recognition, natural language processing and expert systems, etc. [0003] In the prior art, Internet content platforms generally have a need to increase the flow of high-quality content. Among the massive content data, one of the important characteristics of ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/27
CPCG06F40/258G06F40/30
Inventor 陈笑何径舟周古月付志宏袁德璋
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD
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