Navneet Potti

Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models

Building automatic extraction models for visually rich documents like invoices, receipts, bills, tax forms, etc. has received significant attention lately. A key bottleneck in developing extraction models for new document types is the cost of acquiring the several thousand high-quality labeled docum…