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document understanding

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

Papers

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Showing 271–280 of 309 papers

Title	Date	Tasks	Status	Hype
BROS: A Pre-trained Language Model for Understanding Texts in Document	Jan 1, 2021	DecoderDiversity	—Unverified	0
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding	Dec 29, 2020	Document Image ClassificationDocument Layout Analysis	CodeCode Available	0
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding	Dec 22, 2020	document understanding	—Unverified	0
Understood in Translation, Transformers for Domain Understanding	Dec 18, 2020	document understandingTranslation	CodeCode Available	0
Primer AI's Systems for Acronym Identification and Disambiguation	Dec 14, 2020	document understandingSentence	CodeCode Available	0
EvaLDA: Efficient Evasion Attacks Towards Latent Dirichlet Allocation	Dec 9, 2020	document understandingInformation Retrieval	CodeCode Available	0
Improving Clinical Document Understanding on COVID-19 Research with Spark NLP	Dec 7, 2020	AnatomyClinical Assertion Status Detection	CodeCode Available	0
Merge and Recognize: A Geometry and 2D Context Aware Graph Model for Named Entity Recognition from Visual Documents	Dec 1, 2020	document understandingLanguage Modeling	—Unverified	0
A Survey of Deep Learning Approaches for OCR and Document Understanding	Nov 27, 2020	document understandingOptical Character Recognition (OCR)	CodeCode Available	0
WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization	Nov 3, 2020	Abstractive Text SummarizationDocument Summarization	CodeCode Available	0

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