visual document understanding

DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026 SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026 Visual Document Understanding and Reasoning: A Multi-Agent Collaboration Framework with Agent-Wise Adaptive Test-Time Scaling CVPR 2026 Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025 ColPali: Efficient Document Retrieval with Vision Language Models ICLR 2025 DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming AAAI 2025 DOGR: Towards Versatile Visual Document Grounding and Referring ICCV 2025 Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025 ReLayout: Towards Real-World Document Understanding via Layout-enhanced Pre-training COLING 2025 Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey IJCNLP 2025 Towards Natural Language-Based Document Image Retrieval: New Dataset and Benchmark CVPR 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 DocFormerv2: Local Features for Document Understanding AAAI 2024 DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models EMNLP 2024 Efficient End-to-End Visual Document Understanding with Rationale Distillation NAACL 2024 Enhancing Visual Document Understanding with Contrastive Learning in Large Visual-Language Models CVPR 2024 HRVDA: High-Resolution Visual Document Assistant CVPR 2024 InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024 KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 LMDX: Language Model-based Document Information Extraction and Localization ACL 2024 mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding EMNLP 2024 Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024 DUBLIN: Visual Document Understanding By Language-Image Network EMNLP 2023 Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023