Patent ID: 11948378
Assignee: UNITEDHEALTH GROUP INCORPORATED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. A computer program product comprising at least one non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions configured to:
generate a token-level similarity probability score for a pair of input sequences based at least in part on a first cross-token image representation for a first input sequence of the pair of input sequences and a second cross-token image representation for a second input sequence of the pair of input sequences, wherein the token-level similarity probability score is based at least in part on a comparison between a first dimensionally-reduced image representation for the first cross-token image representation and a second dimensionally-reduced image representation for the second cross-token image representation;
generate, using a machine learning model, a predicted similarity score for the pair of input sequences based at least in part on the token-level similarity probability score; and
initiate the performance of one or more prediction-based actions based at least in part on the predicted similarity score.