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document understanding

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

Papers

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Showing 81–90 of 309 papers

Title	Date	Tasks	Status	Hype	Score
Class-Agnostic Region-of-Interest Matching in Document Images	Jun 26, 2025	Document Layout Analysisdocument understanding	CodeCode Available	0	5
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding	Feb 28, 2024	document understandingForm	CodeCode Available	0	5
ChuLo: Chunk-Level Key Information Representation for Long Document Processing	Oct 14, 2024	ChunkingClassification	CodeCode Available	0	5
Chargrid: Towards Understanding 2D Documents	Sep 24, 2018	Decoderdocument understanding	CodeCode Available	0	5
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding	Dec 29, 2020	Document Image ClassificationDocument Layout Analysis	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
Knowing Where and What: Unified Word Block Pretraining for Document Understanding	Jul 28, 2022	Contrastive Learningdocument understanding	CodeCode Available	0	5
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study	Mar 23, 2023	Diversitydocument understanding	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
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding	Apr 18, 2021	Document Image Classificationdocument understanding	CodeCode Available	0	5

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