DeCoRAG: Cognitive Decoupling and Semantic-Aware Cropping for Complex Document Understanding

Shuo Wang, Kai Zhang, Wenyuan Huang +5

Advancing multimodal retrieval-augmented generation (RAG) for complex document understanding presents a formidable dual dilemma of accuracy and efficiency, particularly in graph RA…