Yu-Guang Fu

Self-Reflective VLM with Multimodal Retrieval-Augmented Generation for Long-Context Construction Regulatory Document Comprehension

This paper presents a self-reflective multimodal RAG-assisted VLM pipeline that augments existing VLMs with an external multimodal RAG mechanism, moving beyond text-only retrieval by jointly leveraging visual representations and semantic summaries to identify relevant evidence pages.