RefLAM pipeline combines multimodal-LLM OCR with human review to construct high-quality manuscript datasets

The dataset was constructed with RefLAM, a reference-grounded annotation pipeline that aligns multimodal-LLM OCR against independently sourced clean transcriptions and routes every line through human review, combining automatic verification with expert oversight

http://arxiv.org/abs/2608.26921v1