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. 28, 2025

Filed:

Mar. 18, 2022
Applicant:

Adobe Inc., San Jose, CA (US);

Inventors:

Meryem M'hamdi, Los Angeles, CA (US);

Doo Soon Kim, San Jose, CA (US);

Franck Dernoncourt, San Jose, CA (US);

Trung Huu Bui, San Jose, CA (US);

Assignee:

ADOBE INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/334 (2025.01); G06F 40/279 (2020.01); G06F 40/35 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 16/3344 (2019.01); G06F 40/279 (2020.01); G06F 40/35 (2020.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for natural language processing are described. Embodiments of the present disclosure identify a task set including a plurality of pseudo tasks, wherein each of the plurality of pseudo tasks includes a support set corresponding to a first natural language processing (NLP) task and a query set corresponding to a second NLP task; update a machine learning model in an inner loop based on the support set; update the machine learning model in an outer loop based on the query set; and perform the second NLP task using the machine learning model.


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