Mounir Zrigui

Layout-Aware Arabic Invoice Understanding with Product and Key-Value Extraction Using YOLOv11, AraBERT, and Active Learning

Arabic invoice processing requires not only recognition of generic entities, but also interpretation of their invoice-specific roles and relations. This article extends a YOLOv11–AraBERT active-learning pipeline with a layout-aware structural layer for field classification, key-value linking, and product line-item reco...