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:
Feb. 10, 2026
Filed:
Aug. 14, 2023
Adobe Inc., San Jose, CA (US);
Meryem M'hamdi, Los Angeles, CA (US);
Seunghyun Yoon, Seoul, KR;
Franck Dernoncourt, Seattle, WA (US);
Trung Bui, San Jose, CA (US);
Adobe Inc., San Jose, CA (US);
Abstract
The present disclosure relates to systems, non-transitory computer-readable media, and methods for providing multilingual semantic search results utilizing meta-learning and knowledge distillation. For example, in some implementations, the disclosed systems perform a first inner learning loop for a monolingual to bilingual meta-learning task for a teacher model. Additionally, in some implementations, the disclosed systems perform a second inner learning loop for a bilingual to multilingual meta-learning task for a student model. In some embodiments, the disclosed systems perform knowledge distillation based on the first inner learning loop for the monolingual to bilingual meta-learning task and the second inner learning loop for the bilingual to multilingual meta-learning task. Moreover, in some embodiments, the disclosed systems perform an outer learning loop and update parameters of a deep learning language model based on the first inner learning loop, the second inner learning loop, and the knowledge distillation.