Visual Information Extraction from Documents via Classification-Guided Large Vision-Language Models

Huafu Li, Guo Chen, Jia Xia +5

Visual information extraction (VIE) from visually rich documents remains challenging due to high layout variability and real-world impairments. Existing methods typically rely on s…