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:
Nov. 03, 2026

Filed:

Oct. 31, 2023
Applicant:

Intuit Inc., Mountain View, CA (US);

Inventors:

Xiang Gao, Mountain View, CA (US);

Kamalika Das, Mountain View, CA (US);

Assignee:

INTUIT INC., Mountain View, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/088 (2023.01); G06F 40/40 (2020.01); G06N 3/0455 (2023.01);
U.S. Cl.
CPC ...
G06N 3/088 (2013.01); G06F 40/40 (2020.01); G06N 3/0455 (2023.01);
Abstract

A contrastive in-context learning protocol for large language models. The protocol includes inputting positive and negative examples to a large language model. Additionally, the large language model may be instructed to analyze the reasons behind the positive examples being positive and the negative examples being negative. The large language model with such contrastive in-context learning can generate specific responses/answers based on user preferences, generally not possible using conventional models.


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Quick Actions:

Gao, Xiang. (2026). Contrastive in-context learning for large language models (U.S. Patent No. 12783894). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12783894

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