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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
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding	Dec 29, 2020	Document Image ClassificationDocument Layout Analysis	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
DavarOCR: A Toolbox for OCR and Multi-Modal Document Understanding	Jul 14, 2022	document understandingOptical Character Recognition (OCR)	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
Learned Compression for Compressed Learning	Dec 12, 2024	Colorizationdocument understanding	CodeCode Available	0	5
Long-Range Transformer Architectures for Document Understanding	Sep 11, 2023	document understandingInformation Retrieval	CodeCode Available	0	5
Data-driven Coreference-based Ontology Building	Oct 22, 2024	coreference-resolutionCoreference Resolution	CodeCode Available	0	5
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study	Mar 23, 2023	Diversitydocument 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
Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network	Sep 11, 2024	Document Layout Analysisdocument understanding	CodeCode Available	0	5

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