Enhancing Large Multimodal Models in Key Information Extraction via Scene-Aware Document Synthesis

Zhipeng Xu, Zulong Chen, Qing Liu +6

Key Information Extraction (KIE) converts visually rich documents into structured data, but practical deployment remains challenging: strong performance often relies on costly on-s…