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

arXiv:2610.11818v1 Announce Type: cross Abstract: While massive, closed-source Vision-Language Models (VLMs) set strong benchmarks for document understanding, their dependence on commercial APIs limits adoption in institutional archives due to data autonomy co