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:
Aug. 25, 2026

Filed:

Mar. 29, 2024
Applicant:

Amazon Technologies, Inc., Seattle, WA (US);

Inventors:

Xiaohu Liu, Bellevue, WA (US);

Chenlei Guo, Redmond, WA (US);

Ruhi Sarikaya, Redmond, WA (US);

Assignee:

Amazon Technologies, Inc., Seattle, WA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/35 (2020.01); G06F 40/20 (2020.01); G06F 40/56 (2020.01); G10L 15/22 (2006.01);
U.S. Cl.
CPC ...
G06F 40/20 (2020.01); G06F 40/35 (2020.01); G06F 40/56 (2020.01); G10L 15/22 (2013.01);
Abstract

Techniques for using user-provided feedback determined to be included in a user input to generate a revised response to a previous user input and retrain a language model are described. A classifier processes the user input and a corresponding dialog history to determine whether the user input includes user-provided feedback associated with a previous response generated by a first language model. A second language model uses the user input to generate a prompt directing the first language model to generate a revised response to the previous user input that incorporates the user-provided feedback. The previous user input and the revised response are added to a training data set to train the first language model to generate future responses to be associated with the user-provided feedback, without a user having to provide the feedback.


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