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:
Jan. 13, 2026

Filed:

Sep. 08, 2022
Applicant:

Tencent America Llc, Palo Alto, CA (US);

Inventors:

Jia Cui, Bellevue, WA (US);

Dong Yu, Palo Alto, CA (US);

Assignee:

TENCENT AMERICA LLC, Palo Alto, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/295 (2020.01); G06F 40/151 (2020.01); G06F 40/279 (2020.01); G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06F 40/42 (2020.01); G06N 5/025 (2023.01);
U.S. Cl.
CPC ...
G06F 40/295 (2020.01); G06F 40/151 (2020.01); G06F 40/279 (2020.01); G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06F 40/30 (2020.01); G06F 40/40 (2020.01); G06F 40/42 (2020.01); G06N 5/025 (2013.01);
Abstract

Methods and devices to efficiently normalize text by processing inputted text based on a text normalization model that includes processing the input text in a first stage including a statistical model as a first output, processing the first output in a second stage including a rule based model as a normalized text, and outputting the normalized text.


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Quick Actions:

Cui, Jia. (2026). Efficient hybrid text normalization (U.S. Patent No. 12524615). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12524615

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