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. 16, 2024

Filed:

Sep. 16, 2020
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Zihui Li, New Haven, CT (US);

Yunyao Li, San Jose, CA (US);

Prithviraj Sen, San Jose, CA (US);

Huaiyu Zhu, Fremont, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06F 40/47 (2020.01); G06F 18/24 (2023.01); G06N 3/045 (2023.01);
U.S. Cl.
CPC ...
G06F 40/47 (2020.01); G06F 18/24 (2023.01); G06N 3/045 (2023.01);
Abstract

Providing a predictive model for a target language by determining an instance weight for a labeled source language textual unit according to a set of unlabeled target language textual units, scaling, by the one or more computer processors, an error between a predicted label for the source language textual unit and a ground-truth label for the source language textual unit according to the instance weight, updating, by the one or more computer processors, network parameters of a predictive neural network model for the target language according to the error, and providing, by the one or more computer processors, the predictive neural network model for the target language to a user.


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