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Papers
Boosting Document Parsing Efficiency and Performance with Coarse-to-Fine Visual Processing
CVPR 2026
Layout-Aware Document Parsing with Visual-Linguistic Fusion: The DATA-LUX with Academic Content Service Provider
AAAI 2026
M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models
CVPR 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
SEA-Vision: A Multilingual Benchmark for Comprehensive Document and Scene Text Understanding in Southeast Asia
CVPR 2026
Towards Real-World Document Parsing via Realistic Scene Synthesis and Document-Aware Training
CVPR 2026
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding
CVPR 2025
CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy
ICCV 2025
DocFusion: A Unified Framework for Document Parsing Tasks
ACL 2025
Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding
EMNLP 2025
LaTeXMT: Machine Translation for LaTeX Documents
EMNLP 2025
MoleculeMiner: Extracting and Linking Molecule Figures with Tabular Metadata
IJCAI 2025
MultiDocFusion : Hierarchical and Multimodal Chunking Pipeline for Enhanced RAG on Long Industrial Documents
EMNLP 2025
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations
CVPR 2025
STEM-POM: Evaluating Language Models Math-Symbol Reasoning in Document Parsing
ACL 2025
Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark
COLING 2024
First Steps in Building a Knowledge Base of Mathematical Results
ACL 2024
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation
AAAI 2024
mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
EMNLP 2024
PDF-to-Tree: Parsing PDF Text Blocks into a Tree
EMNLP 2024
PEaCE: A Chemistry-Oriented Dataset for Optical Character Recognition on Scientific Documents
COLING 2024
ReportParse: A Unified NLP Tool for Extracting Document Structure and Semantics of Corporate Sustainability Reporting
IJCAI 2024
SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding
NeurIPS 2024
HRDoc: Dataset and Baseline Method toward Hierarchical Reconstruction of Document Structures
AAAI 2023