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. 04, 2025
Filed:
Nov. 23, 2021
The Toronto-dominion Bank, Toronto, CA;
Yaqiao Luo, Toronto, CA;
Jesse Cole Cresswell, Toronto, CA;
Kin Kwan Leung, Toronto, CA;
Kai Wang, Hockessin, DE (US);
Atiyeh Ashari Ghomi, Toronto, CA;
Caitlin Messick, Chadds Ford, PA (US);
Lu Shu, Mount Laurel, NJ (US);
Barum Rho, Toronto, CA;
Maksims Volkovs, Toronto, CA;
Paige Elyse Dickie, Toronto, CA;
The Toronto-Dominion Bank, Toronto, CA;
Abstract
The disclosed embodiments include computer-implemented processes that generate adaptive textual explanations of output using trained artificial intelligence processes. For example, an apparatus may generate an input dataset based on elements of first interaction data associated with a first temporal interval, and based on an application of a trained artificial intelligence process to the input dataset, generate output data representative of a predicted likelihood of an occurrence of an event during a second temporal interval. Further, and based on an application of a trained explainability process to the input dataset, the apparatus may generate an element of textual content that characterizes an outcome associated with the predicted likelihood of the occurrence of the event, where the element of textual content is associated with a feature value of the input dataset. The apparatus may also transmit a portion of the output data and the element of textual content to a computing system.