The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Apr. 21, 2026

Filed:

Oct. 12, 2022
Applicant:

Huawei Technologies Co., Ltd., Guangdong, CN;

Inventors:

Yi Liao, Shenzhen, CN;

Bowen Li, Shenzhen, CN;

Hao Zheng, Shenzhen, CN;

Xin Jiang, Hong Kong, CN;

Qun Liu, Hong Kong, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); G06F 40/103 (2020.01); G06F 40/279 (2020.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 40/103 (2020.01); G06F 40/279 (2020.01);
Abstract

Relating to the field of artificial intelligence, and specifically relating to the field of natural language processing, a data processing method includes and an apparatus performs: determining original text samples, where masking processing is not performed on the original text samples; and performing mask processing on the original text samples to obtain mask training samples, where the mask processing makes mask proportions of the mask training samples unfixed, and the mask training samples each are used to train a pretrained language model PLM. Training the PLM by using the mask training samples whose mask proportions are unfixed can enhance mode diversity of the training samples of the PLM. Therefore, features learned by the PLM are also diversified, a generalization capability of the PLM can be improved, and a natural language understanding capability of the PLM obtained through training can be improved.


Find Patent Forward Citations

Liao, Yi. (2026). Data processing method and apparatus (U.S. Patent No. 12608606). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12608606

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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