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:
Jan. 02, 2024
Filed:
Aug. 30, 2022
Accenture Global Solutions Limited, Dublin, IE;
Manisha Dubey, New Delhi, IN;
Suket Kumar Jain, Maharashtra, IN;
Rajnikant Dutt, New Delhi, IN;
Kanakalata Narayanan, Bangalore, IN;
Siddesha Swamy, Bangalore, IN;
Ranjan Kumar Jena, Odisha, IN;
Manish Sharma Kolachalam, Bangalore, IN;
Accenture Global Solutions Limited, Dublin, IE;
Abstract
A system and method provide a trained model that uses vectorized word embeddings that are averaged or summed to form representations for sentences and phrases. The representations are processed in a Siamese neural network including multiple LSTM stages to find semantically related matches in catalogs for non-catalog queries. The model is trained using catalog data and randomized data using a contrastive loss function to generate similarity metrics for catalog-non-catalog pairs.