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:
Sep. 15, 2026

Filed:

Sep. 16, 2024
Applicant:

Baidu Online Network Technology (Beijing) Co., Ltd., Beijing, CN;

Inventors:

Dongsheng Zhu, Beijing, CN;

Hongyu Li, Beijing, CN;

Qian Lei, Beijing, CN;

Guoliang Xing, Beijing, CN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/334 (2025.01); G06F 40/284 (2020.01); G06N 3/08 (2023.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/3344 (2019.01); G06F 40/284 (2020.01); G06N 3/08 (2013.01); G06N 5/041 (2013.01); G06N 20/00 (2019.01);
Abstract

A method of detecting a text, a training method, a device, and a medium are provided, which relate to a field of artificial intelligence, in particular to large language models, deep learning, text processing, etc. The training method includes: when a confidence level of a first sample detection result output by a first model is less than a threshold, processing a sample text pair and a sample label by using an initial model to obtain a second sample detection result, the second sample detection result includes a discrimination result configured to characterize a response matching degree between a sample answer text and a sample query text included in the sample text pair, and a discrimination reason; obtaining a first loss value according to the second sample detection result and the sample label; and adjusting a model parameter of the initial model based on the first loss value.


Find Patent Forward Citations

Zhu, Dongsheng. (2026). Method of detecting text, training method, apparatus, device, medium, and program product (U.S. Patent No. 12737401). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12737401

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