Document Parsing Unveiled: Techniques, Challenges, and Prospects for Structured Information Extraction
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• 2410.21169 • Published
• 30
DocAI
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LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture
Paper • 2409.02889 • Published • 54 -
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
Paper • 2411.04952 • Published • 29 -
Contextual Document Embeddings
Paper • 2410.02525 • Published • 24 -
PDF-WuKong: A Large Multimodal Model for Efficient Long PDF Reading with End-to-End Sparse Sampling
Paper • 2410.05970 • Published • 1 -
READoc: A Unified Benchmark for Realistic Document Structured Extraction
Paper • 2409.05137 • Published -
Xmodel-1.5: An 1B-scale Multilingual LLM
Paper • 2411.10083 • Published • 14 -
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
Paper • 2411.06176 • Published • 45 -
CC1984/mall_receipt_extraction_dataset
Viewer • Updated • 1.8k • 38 • 2 -
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
Paper • 2412.10704 • Published • 16 -
DoPTA: Improving Document Layout Analysis using Patch-Text Alignment
Paper • 2412.12902 • Published -
Predicting the Original Appearance of Damaged Historical Documents
Paper • 2412.11634 • Published • 4 -
SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction
Paper • 2412.04262 • Published • 4 -
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
Paper • 2408.09174 • Published • 52 -
A Token-level Text Image Foundation Model for Document Understanding
Paper • 2503.02304 • Published • 4 -
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Paper • 2503.04388 • Published • 17 -
SAGE: A Framework of Precise Retrieval for RAG
Paper • 2503.01713 • Published • 7 -
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval
Paper • 2503.04644 • Published • 21 -
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
Paper • 2503.11576 • Published • 147 -
UniHDSA: A Unified Relation Prediction Approach for Hierarchical Document Structure Analysis
Paper • 2503.15893 • Published • 2 -
CommonForms: A Large, Diverse Dataset for Form Field Detection
Paper • 2509.16506 • Published • 22