From Pixels to Structure: Lightweight Vision-Language Models for Document OCR and Structured JSON Extraction

Uddipan Basu Bir, Vincent Christlein, Andreas Maier +1

While massive, closed-source Vision-Language Models (VLMs) set strong benchmarks for document understanding, their dependence on commercial APIs limits adoption in institutional ar…