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document understanding

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

Papers

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Showing 251–275 of 309 papers

TitleStatusHype
Document Layout Analysis with Aesthetic-Guided Image Augmentation—0
Handling tree-structured text: parsing directory pages—0
Probing Position-Aware Attention Mechanism in Long Document Understanding—0
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document UnderstandingCode0
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis—0
Skim-Attention: Learning to Focus via Document LayoutCode0
Position Masking for Improved Layout-Aware Document Understanding—0
The Law of Large Documents: Understanding the Structure of Legal Contracts Using Visual Cues—0
Leveraging Domain Agnostic and Specific Knowledge for Acronym Disambiguation—0
DocFormer: End-to-End Transformer for Document UnderstandingCode1
ICDAR 2021 Competition on Scientific Literature ParsingCode2
CiteWorth: Cite-Worthiness Detection for Improved Scientific Document UnderstandingCode1
Document Collection Visual Question Answering—0
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document UnderstandingCode0
LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding—0
Automatic Knowledge Extraction with Human Interface—0
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout TransformerCode1
Decontextualization: Making Sentences Stand-Alone—0
Towards Robust Visual Information Extraction in Real World: New Dataset and Novel SolutionCode1
AT-BERT: Adversarial Training BERT for Acronym Identification Winning Solution for SDU@AAAI-21—0
BROS: A Pre-trained Language Model for Understanding Texts in Document—0
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document UnderstandingCode0
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding—0
Understood in Translation, Transformers for Domain UnderstandingCode0
Primer AI's Systems for Acronym Identification and DisambiguationCode0
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