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layout analysis

27 papers

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Co-occurring keywords · papers mentioning both

document understanding (8) optical character recognition (6) document parsing (6) multimodal learning (6) document analysis (5) document image (4) large language model (3) document layout analysis (3) image segmentation (3) scene text (2)

Papers

LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding ACL 2026 Layout-Aware Document Parsing with Visual-Linguistic Fusion: The DATA-LUX with Academic Content Service Provider AAAI 2026 MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing ACL 2026 OCRTurk: A Comprehensive OCR Benchmark for Turkish EACL 2026 Rethinking Reading Order: Toward Generalizable Document Understanding with LLM-based Relation Modeling EACL 2026 Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training CVPR 2026 DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025 DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025 Dolphin: Document Image Parsing via Heterogeneous Anchor Prompting ACL 2025 Harnessing PDF Data for Improving Japanese Large Multimodal Models ACL 2025 MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025 OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025 Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs COLING 2025 DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing EMNLP 2024 Hierarchical Text Spotter for Joint Text Spotting and Layout Analysis WACV 2024 LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding CVPR 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 Text Grouping Adapter: Adapting Pre-trained Text Detector for Layout Analysis CVPR 2024 StrucTexTv2: Masked Visual-Textual Prediction for Document Image Pre-training ICLR 2023 TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining EMNLP 2023 Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning EMNLP 2023 DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts AAAI 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 Towards End-to-End Unified Scene Text Detection and Layout Analysis CVPR 2022 LayoutReader: Pre-training of Text and Layout for Reading Order Detection EMNLP 2021