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:
Sep. 29, 2026

Filed:

Jun. 14, 2022
Applicant:

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

Inventors:

Li Miao, San Francisco, CA (US);

Jian Wu, Bellevue, WA (US);

Shuangyu Chang, Davis, CA (US);

Piyush Behre, Santa Clara, CA (US);

Sarangarajan Parthasarathy, Redmond, WA (US);

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 16/35 (2025.01); G06F 16/335 (2019.01); G06F 18/214 (2023.01); G06F 18/23213 (2023.01); G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06N 3/04 (2023.01); G06N 3/08 (2023.01);
U.S. Cl.
CPC ...
G06F 16/35 (2019.01); G06F 16/335 (2019.01); G06F 18/214 (2023.01); G06F 18/23213 (2023.01); G06F 40/284 (2020.01); G06F 40/289 (2020.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01);
Abstract

Generally discussed herein are devices, systems, and methods for multi-lingual model generation. A method can include determining, for low-resource languages, respective a language similarity value indicating language similarity between each of the low-resource languages, clustering the low-resource languages into groups based on the respective language similarity value, aggregating training data of languages corresponding to a given group resulting in aggregated training data, and training a re-ranking language model based on the aggregated training data resulting in a trained re-ranking language model.


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