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. 15, 2023

Filed:

Feb. 24, 2020
Applicant:

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

Inventors:

Ji Li, San Jose, CA (US);

Amit Srivastava, San Jose, CA (US);

Xingxing Zhang, Beijing, CN;

Furu Wei, Beijing, CN;

Ming Zhou, Beijing, CN;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/40 (2020.01); G06N 3/08 (2023.01); G06F 40/205 (2020.01); G06F 18/214 (2023.01); G10L 15/16 (2006.01); G10L 15/18 (2013.01); G06N 3/088 (2023.01); G06F 40/30 (2020.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); G06F 18/2148 (2023.01); G06F 40/205 (2020.01); G06F 40/40 (2020.01); G06F 40/30 (2020.01); G06N 3/088 (2013.01); G10L 15/16 (2013.01); G10L 15/18 (2013.01);
Abstract

A method and system for training a text-to-content recommendation ML model includes training a first ML model using a first training data set, utilizing the trained first ML model to infer information about the data contained in the first training data set, collecting the inferred information to generate a second training data set, and utilizing the first training data set and the second training data set to train a second ML model. The second ML model may be a text-to-content recommendation ML model.


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