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document understanding

Document understanding involves document classification, layout analysis, information extraction, and DocQA.

Papers

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Showing 201–225 of 309 papers

TitleStatusHype
A Survey and Approach to Chart Classification—0
mPLUG-DocOwl: Modularized Multimodal Large Language Model for Document Understanding—0
DocumentNet: Bridging the Data Gap in Document Pre-Training—0
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding ModelsCode0
Table Detection for Visually Rich Document ImagesCode0
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding—0
Pre-training Meets Clustering: A Hybrid Extractive Multi-document Summarization ModelCode0
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content—0
DUBLIN -- Document Understanding By Language-Image Network—0
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding—0
Sequence-to-Sequence Pre-training with Unified Modality Masking for Visual Document Understanding—0
DLUE: Benchmarking Document Language Understanding—0
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout AnalysisCode0
Two to Five Truths in Non-Negative Matrix Factorization—0
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction—0
Revisiting Table Detection Datasets for Visually Rich Documents—0
Information Redundancy and Biases in Public Document Information Extraction BenchmarksCode0
What Makes a Good Dataset for Symbol Description Reading?—0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents—0
Is ChatGPT A Good Keyphrase Generator? A Preliminary StudyCode0
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document UnderstandingCode0
Multimodal Tree Decoder for Table of Contents Extraction in Document ImagesCode0
ClueWeb22: 10 Billion Web Documents with Visual and Semantic Information—0
VRDU: A Benchmark for Visually-rich Document Understanding—0
QueryForm: A Simple Zero-shot Form Entity Query Framework—0
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