Do VLMs Read or Rewrite? On Transcription Faithfulness in Vision-Language Models

Gwang Gook Lee, Kenan Emir Ak, Jay Mohta +2

Vision Language Models (VLMs) are increasingly used in place of traditional OCR pipelines for document understanding. In this paper, we show they do not always act as faithful tran…