US 11,720,753 B2
Representing confidence in natural language processing
Jeremy Goodsitt, Champaign, IL (US); Austin Walters, Savoy, IL (US); and Anh Truong, Champaign, IL (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Oct. 7, 2022, as Appl. No. 17/961,915.
Application 17/961,915 is a continuation of application No. 17/004,728, filed on Aug. 27, 2020, granted, now 11,501,074.
Prior Publication US 2023/0028717 A1, Jan. 26, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06F 40/295 (2020.01)
CPC G06F 40/295 (2020.01) 20 Claims
OG exemplary drawing
 
1. A method comprising:
processing, using a natural language processing algorithm, each character of a plurality of characters of text content by associating each character of the plurality of characters of the text content with a corresponding one or more of a plurality of categories;
for each character of the plurality of characters of the text content:
determining, based on the processing, a plurality of confidence values that indicate, for the character, a degree of confidence corresponding to one or more of the plurality of categories; and
determining, for the character and based on the plurality of confidence values, a corresponding display color that indicates the degree of confidence corresponding to one or more of the plurality of categories when processing, using the natural language processing algorithm, the character;
determining, based on the corresponding display color of each character of the plurality of characters, a color gradient, and
causing display, by a computing device, of a user interface comprising a visualization of the text content, wherein the user interface is configured to display the color gradient such that the user interface indicates a change in confidence when processing, using the natural language processing algorithm, each character of the plurality of characters.