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document understanding

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

Papers

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Showing 1–10 of 309 papers

Title	Date	Tasks	Status	Hype	Score
Qwen2.5-VL Technical Report	Feb 19, 2025	document understanding	CodeCode Available	11	5
DocLayout-YOLO: Enhancing Document Layout Analysis through Diverse Synthetic Data and Global-to-Local Adaptive Perception	Oct 16, 2024	Document Layout Analysisdocument understanding	CodeCode Available	9	5
ColPali: Efficient Document Retrieval with Vision Language Models	Jun 27, 2024	document understandingRAG	CodeCode Available	7	5
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning	Jul 1, 2025	document understandingMultimodal Reasoning	CodeCode Available	7	5
Focus Anywhere for Fine-grained Multi-page Document Understanding	May 23, 2024	document understandingOptical Character Recognition (OCR)	CodeCode Available	5	5
TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document	Mar 7, 2024	document understandingKey Information Extraction	CodeCode Available	5	5
Mini-Monkey: Alleviating the Semantic Sawtooth Effect for Lightweight MLLMs via Complementary Image Pyramid	Aug 4, 2024	document understanding	CodeCode Available	5	5
LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models	Oct 12, 2024	document understanding	CodeCode Available	4	5
OCR-free Document Understanding Transformer	Nov 30, 2021	Document Image Classificationdocument understanding	CodeCode Available	3	5
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning	Jan 12, 2024	Diversitydocument understanding	CodeCode Available	3	5

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