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:
Jun. 03, 2025

Filed:

Sep. 08, 2023
Applicant:

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

Inventors:

Hany Mohamed Hassan Awadalla, Sammamish, WA (US);

Subhabrata Mukherjee, Seattle, WA (US);

Ahmed Awadallah, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/169 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/169 (2020.01); G06F 40/40 (2020.01); G06N 20/00 (2019.01);
Abstract

A method for training a machine learning model with parallel annotations of source instances and while facilitating security of the source instances can be performed by a system that generates a coupled machine learning model from (1) a first machine learning model trained on a first set of training data comprising unannotated natural language and (2) a second machine learning model trained on populated target templates which are populated with a plurality of vocabulary words. Once formed, the coupled machine learning model is configured to transform unannotated natural language into annotated machine-readable text.


Find Patent Forward Citations

Awadalla, Hany Mohamed Hassan. (2025). Unsupervised method to generate annotations for natural language understanding tasks (U.S. Patent No. 12321693). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12321693

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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