2026
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.
Shuyi Wang, Yuguang Fu, Jinwoo Kim
· Journal of Management in Eng... · 0 citations