ReforMe is an interactive document digitization system using layout-aware propagation to generalize user corrections from natural language or direct edits, shown to improve efficiency in a 12-user study on real documents.
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A survey of MLLM-based Visually Rich Document Understanding covering feature integration techniques, training paradigms, challenges like data scarcity, and emerging trends such as RAG and agentic frameworks.
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ReforMe: Re-Shaping Documents with Contextual Prompting and Layout-Aware Propagation
ReforMe is an interactive document digitization system using layout-aware propagation to generalize user corrections from natural language or direct edits, shown to improve efficiency in a 12-user study on real documents.
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A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends
A survey of MLLM-based Visually Rich Document Understanding covering feature integration techniques, training paradigms, challenges like data scarcity, and emerging trends such as RAG and agentic frameworks.