Patent ID: 11893817
Assignee: EMC IP HOLDING COMPANY LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A system for predicting field values of documents, the system comprising:
a field prediction system comprising a document annotator comprising a processor and memory, and configured to:
identify a field prediction model generation request;
in response to identifying the field prediction model generation request:
obtain training documents from a document manager;
select a first training document of the training documents;
make a first determination that the first training document is a text-based document; and
in response to the first determination:
perform text-based data extraction to identify first words and first boxes included in the first training document;
identify first keywords and first candidate words included in the first training document based on the first words and first boxes, wherein the first keywords specify words associated with a field, and wherein the first candidate words specify potential field values of the field; and
generate a first annotated training document using the first keywords and the first candidate words, wherein the first annotated training document comprises color-based representation masks for the first keywords, the first candidate words, and first general words included in the first training document.