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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.:

US 11222176 B1

PDFFull Text
Date of Patent:
Jan. 11, 2022

Filed:

May. 24, 2019

Method and system for language and domain acceleration with embedding evaluation

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, Aronk, NY (US);

Attorneys:

Terrile, Cannatti & Chambers, LLP

Michael Rocco Cannatti

Primary Examiner:

Lamont M Spooner

Int. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 40/263 (2020.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 40/263 (2020.01); G06F 40/30 (2020.01); G06N 20/00 (2019.01);
Abstract

A method, system and a computer program product are provided for generating a natural language model that is substantially independent of languages and domains 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, where the multilingual embeddings and/or cross-domain, multilingual embeddings are evaluated to measure a degree to which the embeddings associate a set of target concepts with a set of attribute words.

Find Patent Forward Citations

Liu, Xiaotong. (2022). Method and system for language and domain acceleration with embedding evaluation (U.S. Patent No. 11222176). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11222176

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