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.
Patent No.:
Date of Patent:
Jul. 12, 2022
Filed:
May. 24, 2019
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Xiaotong Liu, San Jose, CA (US);
Anbang Xu, San Jose, CA (US);
Yingbei Tong, San Jose, CA (US);
Rama Kalyani T. Akkiraju, Cupertino, CA (US);
Assignee:
International Business Machines Corporation, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/58 (2020.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01);
U.S. Cl.
CPC ...
G06F 40/58 (2020.01); G06F 40/211 (2020.01); G06F 40/284 (2020.01);
Abstract
A method, system and a computer program product are provided for aligning embeddings of multiple languages and domains into a shared embedding space by transforming monolingual embeddings into a multilingual embeddings in a first shared embedding space using a cross-lingual learning process, and then transforming the multilingual embeddings into cross-domain, multilingual embeddings in a second shared embedding space using a cross-domain learning process.