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:
Jan. 13, 2026

Filed:

Apr. 20, 2021
Applicant:

Microsoft Technology Licensing, Llc, Redmond, WA (US);

Inventors:

Yating Zheng, Redwood City, CA (US);

Shuo Li, Newton, MA (US);

Yijia Xu, Chicago, IL (US);

Sandip Nath, Redmond, WA (US);

Duc Mai Thanh Le, Brookline, MA (US);

Priyanka Subhash Kulkarni, Seattle, WA (US);

Manan Sanghi, Bellevue, WA (US);

Pamela Bhattacharya, Redmond, WA (US);

Jignesh Shah, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/2452 (2019.01); G06F 16/2457 (2019.01); G06F 16/28 (2019.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 16/2452 (2019.01); G06F 16/24575 (2019.01); G06F 16/284 (2019.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

A method and system for one or more application command recommendations may include receiving a search query, the search query being an in-application assistance query, accessing contextual data associated with the search query, providing at least one of the search query and the contextual data as input to a multilingual machine-learning (ML) model to identify one or more application command recommendations, obtaining the one or more application command recommendations as an output from the multilingual ML model, and providing data about the output to the application for display. The multilingual ML model uses a multilingual encoder to provide command recommendations for a plurality of languages.


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