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Jinwoo Kim

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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 · 0 citations