US 11,816,422 B1
System for suggesting words, phrases, or entities to complete sequences in risk control documents
Peter Tanski, Marborough, MA (US); Matthew Peroni, Bedford, MA (US); Deny Daniel, Medford, MA (US); Ranjith Zachariah, Medford, MA (US); Kevin Zhang, Braintree, MA (US); Viji Soundar, Richmond, VA (US); and Paul Vest, Bumpass, MA (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Aug. 12, 2022, as Appl. No. 17/886,818.
Int. Cl. G06F 17/00 (2019.01); G06F 40/166 (2020.01); G06F 40/295 (2020.01); G06F 40/40 (2020.01)
CPC G06F 40/166 (2020.01) [G06F 40/295 (2020.01); G06F 40/40 (2020.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method for automatically suggesting a word, phrase, or entity to complete a sequence in a risk control document, the computer-implemented method comprising:
classifying, by a generative machine learning (ML) model, risk control features associated with phrases in a risk control document;
generating, by the generative ML model and based on the classified risk control features, suggested words, phrases, or entities to complete a sequence following a cursor position in the risk control document;
correcting, by a discriminative natural language processing (NLP) model, the suggested words, phrases, or entities based on the risk control document and the cursor position; and
generating, by a discriminative predictor system, an encoded sequence of word, phrase, or entity suggestions based on the cursor position, the classified risk control features, and the corrected suggested words, phrases, or entities.