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. 13, 2024
Filed:
May. 28, 2021
Fmr Llc, Boston, MA (US);
Arindam Paul, Bangalore, IN;
Angela Kontos, Malden, MA (US);
Rachna Saxena, Bangalore, IN;
Santhosh Kolloju, Suryapet, IN;
Arijit Saha, Bangalore, IN;
Aaditya Mathur, Bangalore, IN;
Pavan Mohan, Rajarajeshwari Nagar, IN;
Mohamed Asif Khan, Bangalore, IN;
FMR LLC, Boston, MA (US);
Abstract
Methods and apparatuses are described in which unstructured computer text is analyzed for generation of customized digital documents. A server tokenizes and encodes historical user interactions and historical digital documents into multidimensional vectors. The server trains an interaction classification model using the multidimensional vectors as input to generate a classification for an input user interaction, and trains a language generation model using the multidimensional vectors as input to generate a customized digital document based upon an input user interaction. The server receives a new user interaction and encodes the new user interaction into a new multidimensional vector. The server executes the trained interaction classification model using the new vector as input to generate a digital document classification. The server executes the trained language generation model using the new vector and the classification as input to generate a customized digital document.