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Document AI

Papers

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Showing 1–25 of 40 papers

TitleStatusHype
Infinity Parser: Layout Aware Reinforcement Learning for Scanned Document ParsingCode0
NoTeS-Bank: Benchmarking Neural Transcription and Search for Scientific Notes Understanding—0
BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations—0
DoPTA: Improving Document Layout Analysis using Patch-Text Alignment—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
H2OVL-Mississippi Vision Language Models Technical Report—0
Out-of-Distribution Detection with Attention Head Masking for Multimodal Document ClassificationCode0
Design of a Quality Management System based on the EU Artificial Intelligence ActCode0
OfficeBench: Benchmarking Language Agents across Multiple Applications for Office AutomationCode1
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and ReasoningCode1
XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form ParserCode0
DocRes: A Generalist Model Toward Unifying Document Image Restoration TasksCode4
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document UnderstandingCode0
Can AI Models Appreciate Document Aesthetics? An Exploration of Legibility and Layout Quality in Relation to Prediction Confidence—0
Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents—0
LongFin: A Multimodal Document Understanding Model for Long Financial Domain Documents—0
Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts—0
Development of a Legal Document AI-Chatbot—0
A Multi-Modal Multilingual Benchmark for Document Image Classification—0
DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine ReadingCode1
DocXChain: A Powerful Open-Source Toolchain for Document Parsing and BeyondCode0
PrIeD-KIE: Towards Privacy Preserved Document Key Information Extraction—0
Document AI: A Comparative Study of Transformer-Based, Graph-Based Models, and Convolutional Neural Networks For Document Layout AnalysisCode1
Vision Grid Transformer for Document Layout AnalysisCode0
Model Reporting for Certifiable AI: A Proposal from Merging EU Regulation into AI Development—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LayoutLMv3Average F199.21—Unverified