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Text classification management method and device, terminal and readable storage medium

A technology for text classification and management methods, applied in the field of natural language processing, to achieve the effect of facilitating classification accuracy and improving accuracy

Pending Publication Date: 2021-11-23
广州永哲信息技术有限公司
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of the present invention is to provide a text classification management method, device, terminal and readable storage medium, aiming to solve the technical problem of how to accurately classify each text of an enterprise / company in the prior art

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  • Text classification management method and device, terminal and readable storage medium
  • Text classification management method and device, terminal and readable storage medium
  • Text classification management method and device, terminal and readable storage medium

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Embodiment Construction

[0050] It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0051] The invention provides a text classification management terminal.

[0052] Such as figure 1 As shown, the text classification management terminal may include a processor 1001 such as a CPU, a communication bus 1002 , a user interface 1003 , a network interface 1004 and a memory 1005 . Wherein, the communication bus 1002 is used to realize connection and communication between these components. The user interface 1003 may include a display screen (Display), an input unit such as a keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface and a wireless interface. Optionally, the network interface 1004 may include a standard wired interface and a wireless interface (such as a WI-FI interface). The memory 1005 can be a high-speed RAM memory, or a stable memory (non-vol...

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Abstract

The invention discloses a text classification management method and device, a terminal and a readable storage medium. The method comprises the steps: receiving a to-be-classified text, and converting the to-be-classified text into a multi-source information text which at least comprises a main body text, a suffix text, a title text and other information texts; calling a preset classification model constructed based on multi-source information fusion and an attention mechanism to code the multi-source information text to obtain a multi-source information tensor, and processing the multi-source information tensor by a receptive field module in the preset classification model to obtain receptive field output data; and then sending the receptive field output data to an attention mechanism layer of a preset classification model for processing, and identifying the text category, to which the to-be-classified text belongs, for classification management. According to the method, the texts are classified through the preset classification model constructed by multi-source information fusion and the attention mechanism, so that accurate classification of the texts is realized.

Description

technical field [0001] The present invention relates to the technical field of natural language processing, in particular to a text classification management method, device, terminal and readable storage medium. Background technique [0002] Natural language processing is an important direction in the field of computer science and artificial intelligence. It studies various theories and methods that can realize effective communication between humans and computers using natural language. Natural language processing is a science that combines linguistics, computer science, and mathematics. Text classification management in the field of natural language processing is an important and meaningful task in practice. Many companies and enterprises use it to determine the category of internal texts and realize text classification management. [0003] At present, various neural network algorithms for text classification management tasks emerge in an endless stream, but these algorit...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/35G06F16/33G06N3/04G06N3/08
CPCG06F16/35G06F16/3335G06N3/08G06N3/045Y02D10/00
Inventor 詹作保杨天培陈科研
Owner 广州永哲信息技术有限公司
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