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document understanding (3) multimodal large language model (2) ocr-free understanding (1) high-resolution image (1) dataset benchmarking (1) document visual question answering (1) hierarchical parsing (1) global reasoning (1) agentic framework (1) document structure parsing (1)

Papers

SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 Beyond Document Page Classification: Design, Datasets, and Challenges WACV 2024 GRAM: Global Reasoning for Multi-Page VQA CVPR 2024 HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures AAAI 2023