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:
Aug. 26, 2025
Filed:
Jun. 24, 2021
Amazon Technologies, Inc., Reno, NV (US);
Sravan Babu Bodapati, Redmond, WA (US);
Ashish Vishwanath Shenoy, Seattle, WA (US);
Monica Lakshmi Sunkara, Sunnyvale, CA (US);
Varun Sembium Varadarajan, Redmond, WA (US);
Katrin Kirchhoff, Seattle, WA (US);
Amazon Technologies, Inc., Reno, NV (US);
Abstract
Language models may be dynamically updated for trending entities based on tuning data for particular users. A user may provide specific tuning data associated with trending entities within a class to generate a weight map for a language model. A class based model may be trained using the weight map specific for the user for the trending entities. Additionally, weights may be further boosted using a boosting language model to emphasize the trending entities.