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document understanding

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

Papers

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Showing 71–80 of 309 papers

Title	Date	Tasks	Status	Hype	Score
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding	Feb 28, 2024	document understandingForm	CodeCode Available	0	5
M^6Doc: A Large-Scale Multi-Format, Multi-Type, Multi-Layout, Multi-Language, Multi-Annotation Category Dataset for Modern Document Layout Analysis	May 15, 2023	ArticlesDocument Layout Analysis	CodeCode Available	0	5
Deeper Clinical Document Understanding Using Relation Extraction	Dec 25, 2021	document understandingnamed-entity-recognition	CodeCode Available	0	5
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding	Apr 18, 2021	Document Image Classificationdocument understanding	CodeCode Available	0	5
Learned Compression for Compressed Learning	Dec 12, 2024	Colorizationdocument understanding	CodeCode Available	0	5
Data-driven Coreference-based Ontology Building	Oct 22, 2024	coreference-resolutionCoreference Resolution	CodeCode Available	0	5
Knowing Where and What: Unified Word Block Pretraining for Document Understanding	Jul 28, 2022	Contrastive Learningdocument understanding	CodeCode Available	0	5
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding	Oct 8, 2022	document understandingKnowledge Graphs	CodeCode Available	0	5
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding	Apr 8, 2024	Document AIdocument understanding	CodeCode Available	0	5
Class-Agnostic Region-of-Interest Matching in Document Images	Jun 26, 2025	Document Layout Analysisdocument understanding	CodeCode Available	0	5

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