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:
Oct. 07, 2025

Filed:

Jul. 12, 2024
Applicant:

The Toronto-dominion Bank, Toronto, CA;

Inventors:

Ilan Gofman, Toronto, CA;

Jiapeng Wu, Toronto, CA;

Jesse Cole Cresswell, Toronto, CA;

Guangwei Yu, Toronto, CA;

Maksims Volkovs, Toronto, CA;

Assignee:
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/33 (2025.01); G06F 16/332 (2025.01); G06F 16/3332 (2025.01); G06F 16/334 (2025.01);
U.S. Cl.
CPC ...
G06F 16/3338 (2019.01); G06F 16/332 (2019.01); G06F 16/3344 (2019.01);
Abstract

A computing system uses a large language model (LLM) to generate one or more synthetic queries for each document of a set of documents. For a user query, the computing system: selects one or more of the synthetic queries related to the user query; generates an adaptive few-shot prompt to instruct the LLM to generate a response to the query, wherein the adaptive few-shot prompt comprises an example query-response pair for each of the selected one more synthetic queries; provides the adaptive few-shot prompt to the LLM as an input; and generates an amended query based on the output of the LLM in response to the adaptive few-shot prompt.


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