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:
Dec. 13, 2022
Filed:
Feb. 14, 2020
Applicant:
Google Llc, Mountain View, CA (US);
Inventors:
Sujith Ravi, Santa Clara, CA (US);
Zornitsa Kozareva, Santa Clara, CA (US);
Chinnadhurai Sankar, Montreal, CA;
Assignee:
GOOGLE LLC, Mountain View, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/56 (2020.01); G06N 20/00 (2019.01); H04L 67/04 (2022.01); G06K 9/62 (2022.01); G06N 3/04 (2006.01);
U.S. Cl.
CPC ...
G06F 40/56 (2020.01); G06K 9/6256 (2013.01); G06N 3/0472 (2013.01); G06N 20/00 (2019.01); H04L 67/04 (2013.01);
Abstract
Systems and methods are provided to pre-train projection networks for use as transferable natural language representation generators. In particular, example pre-training schemes described herein enable learning of transferable deep neural projection representations over randomized locality sensitive hashing (LSH) projections, thereby surmounting the need to store any embedding matrices because the projections can be dynamically computed at inference time.