Invention Grant
- Patent Title: Text classification method, computer device, and storage medium
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Application No.: US16885237Application Date: 2020-05-27
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Publication No.: US11562145B2Publication Date: 2023-01-24
- Inventor: Run Tu
- Applicant: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Applicant Address: CN Shenzhen
- Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee: TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED
- Current Assignee Address: CN Shenzhen
- Agency: Anova Law Group, PLLC
- Priority: CN201810103251.0 20180201
- Main IPC: G06F40/00
- IPC: G06F40/00 ; G06F40/30 ; G06F40/289 ; G06F40/242 ; G06N3/04 ; G06N3/08

Abstract:
This application relates to a text classification method. The method includes obtaining, by a computer device, a to-be-classified text, and calculating an original text vector corresponding to the text; determining, by the computer device according to the original text vector, an input text vector corresponding to each channel of a trained text classification model; inputting, by the computer device, the input text vector corresponding to each channel into a convolution layer of the corresponding channel of the trained text classification model, the trained text classification model comprising a plurality of channels, each channel being corresponding to a sub-text classification model, and the trained text classification model being used for determining a classification result according to a sub-classification parameter outputted by each sub-text classification model; and obtaining, by the computer device, a classification result outputted by the trained text classification model, and classifying the text according to the classification result.
Public/Granted literature
- US20200293720A1 TEXT CLASSIFICATION METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM Public/Granted day:2020-09-17
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