Patent ID: 11915505
Assignee: OPTUM TECHNOLOGY, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 15:
16. The non-transitory computer storage medium of claim 15, wherein generating the entity-document correlation machine learning model comprises:
identifying a set of prior annotative relationships between a set of prior index documents and a set of prior reference documents;
generating a cross-document annotation machine learning model based at least in part on the set of prior annotative relationships, wherein the cross-document annotation machine learning model is configured to process each corresponding input index document in the set of input index documents to generate the related reference document subset for the corresponding input index document;
for each corresponding input index document of the set of inferred reference documents:
processing the corresponding input index document using the cross-document annotation machine learning model to generate the related reference document subset for the corresponding input index document, and
determining a set of input index document entity metadata features for the corresponding input index document; and

generating the entity-document correlation machine learning model based at least in part on each related reference document subset for the set of input index documents and each set of input index document entity metadata features for the set of input index documents.