Text generation method and device, electronic equipment and computer readable medium

A text and target generation technology, applied in the computer field, can solve the problems of low efficiency and low accuracy in generating text topics

Pending Publication Date: 2022-03-01
BEIJING WODONG TIANJUN INFORMATION TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Existing beam search has low efficiency and low accuracy in generating text topics during the decoding process

Method used

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  • Text generation method and device, electronic equipment and computer readable medium
  • Text generation method and device, electronic equipment and computer readable medium
  • Text generation method and device, electronic equipment and computer readable medium

Examples

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Embodiment Construction

[0034] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein. Rather, these examples are provided so that the understanding of this disclosure will be thorough and complete. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0035] It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings. In the case of no conflict, the embodiments in the present disclosure and the features in the embodiments can be combined with each other.

[0036] It should be noted that conc...

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PUM

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Abstract

The embodiment of the invention discloses a text generation method and device, electronic equipment and a computer readable medium. According to one specific embodiment, the method comprises the steps that a decoding word information set is determined based on a to-be-processed text, and the to-be-processed text is used for describing a specified object; performing duplicate removal processing on the decoded word information set to generate a candidate word information set; selecting candidate word information meeting a target condition from each candidate word information group in the candidate word information group set as target word information to obtain a target word information set; and for each piece of target word information in the target word information set, in response to determining that the target word information meets a convergence condition, based on a preset word list, splicing the target word information and a historical target word information sequence corresponding to the target word information to generate a target text. According to the embodiment, the efficiency and accuracy of generating the text theme are improved.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a text generation method, device, electronic equipment, and computer-readable medium. Background technique [0002] With the rapid development of computer technology and deep learning technology, breakthroughs have been made in various research directions of natural language processing, such as machine translation and text generation (such as generating summaries). In the decoding process of existing text generation models, Beam Search (beam search) algorithm is often used to greedily solve in a larger solution space. This algorithm is commonly used in the decoding module of text generation models. algorithm. [0003] However, when using the above method to generate text, there are often the following technical problems: [0004] Existing beam search has low efficiency and low accuracy in generating text topics during the decoding process. Co...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/284G06F40/44G06N3/04G06N3/08
CPCG06F40/284G06F40/44G06N3/04G06N3/08
Inventor 李浩然袁鹏
Owner BEIJING WODONG TIANJUN INFORMATION TECH CO LTD
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