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Article generation method and device

A technology of articles and texts, applied in the field of natural language processing, which can solve the problems of poor content quality, redundant information, and unaccounted for long texts

Active Publication Date: 2020-01-14
BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD +1
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] In the existing text generation method, the text is generated according to the information input by the user, and the vector-level feature expression is obtained by encoding the input information at one time, and then the encoding result is decoded to generate the text. The above encoding and decoding process is only performed once, and the generated The sentence does not take into account the information of the previous sentence, and the quality is better when generating sentence-level text with a small number of words, but for long texts such as paragraphs or articles containing hundreds or thousands of words, the generated long text will appear In the case of a large number of repeated sentences, there is more redundant information, and the quality of the generated long text content is poor

Method used

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Embodiment Construction

[0026] In the following description, numerous specific details are set forth in order to provide a thorough understanding of the application. However, the present application can be implemented in many other ways different from those described here, and those skilled in the art can make similar promotions without violating the connotation of the present application. Therefore, the present application is not limited by the specific implementation disclosed below.

[0027] Terms used in one or more embodiments of this specification are for the purpose of describing specific embodiments only, and are not intended to limit one or more embodiments of this specification. As used in one or more embodiments of this specification and the appended claims, the singular forms "a", "the", and "the" are also intended to include the plural forms unless the context clearly dictates otherwise. It should also be understood that the term "and / or" used in one or more embodiments of the present sp...

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Abstract

The invention provides an article generation method and device, and the method comprises the steps: receiving a title text, and determining an entity relation in the title text; generating a first sentence according to the title text, the entity relationship and the initiator; generating an ith sentence according to the title text, the entity relationship, the starting symbol and the first sentence to the (i-1) th sentence until a generation condition is met, where i is greater than or equal to 2; splicing the generated sentences to obtain an article. Coherent semantic information from the first sentence to the (i-1)th sentence is utilized. The ith sentence is generated, the words in the ith sentence are generated, so that the generated ith sentence is coherent with the previously generated semantic information of the first sentence to the ith sentence, the semantic repetition of the generated ith sentence and the previously generated semantic information of the first sentence to the (i-1)th sentence is avoided, and the quality of the generated article is improved.

Description

technical field [0001] The present application relates to the technical field of natural language processing, in particular to a method and device for generating an article, a computing device, and a computer-readable storage medium. Background technique [0002] Automatic text generation is an important research direction in the field of natural language processing, and the realization of automatic text generation is also an important sign of the maturity of artificial intelligence. Automatic text generation includes text-to-text generation. Text-to-text generation technology mainly refers to the technology of transforming and processing a given text to obtain new text. Automatic text generation technology can be applied to systems such as intelligent question answering and dialogue, machine translation, etc. Realize more intelligent and natural human-computer interaction. [0003] In the existing text generation method, the text is generated according to the information i...

Claims

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Application Information

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IPC IPC(8): G06F40/295G06F40/30G06K9/62G06N3/04G06N3/08
CPCG06N3/08G06N3/044G06N3/045G06F18/241
Inventor 杨光磊廖敏鹏李长亮
Owner BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD
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