document understanding

231 papers

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Also known as

DU DOCAI VDU

Co-occurring keywords

question answering (2904) multimodal learning (4622) large language model (12755) information extraction (1071) document analysis (156) optical character recognition (210) visual question answering (1000) vision-language model (2235) retrieval-augmented generation (1459) zero-shot learning (3637)

Papers

FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022

DynamicTOC: Persona-based Table of Contents for Consumption of Long Documents NAACL 2022

MATE: Multi-view Attention for Table Transformer Efficiency EMNLP 2021

Cost-effective End-to-end Information Extraction for Semi-structured Document Images EMNLP 2021

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021

How to Train Your Agent to Read and Write AAAI 2021

LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding IJCNLP 2021

ReadTwice: Reading Very Large Documents with Memories NAACL 2021

Global Table Extractor (GTE): A Framework for Joint Table Identification and Cell Structure Recognition Using Visual Context WACV 2021

Explaining Relationships Between Scientific Documents ACL 2021

ERNIE-Doc: A Retrospective Long-Document Modeling Transformer ACL 2021

Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker ACL 2021

NLP-IIS@UT at SemEval-2021 Task 4: Machine Reading Comprehension using the Long Document Transformer ACL 2021

StructuralLM: Structural Pre-training for Form Understanding IJCNLP 2021

ERNIE-Doc: A Retrospective Long-Document Modeling Transformer IJCNLP 2021

SelfDoc: Self-Supervised Document Representation Learning CVPR 2021

Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction ACL 2021

DocVQA: A Dataset for VQA on Document Images WACV 2021

KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021

Towards Robust Visual Information Extraction in Real World: New Dataset and Novel Solution AAAI 2021

STaCK: Sentence Ordering with Temporal Commonsense Knowledge EMNLP 2021

We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale AAAI 2021

ContractNLI: A Dataset for Document-level Natural Language Inference for Contracts EMNLP 2021

Skim-Attention: Learning to Focus via Document Layout EMNLP 2021

VisualMRC: Machine Reading Comprehension on Document Images AAAI 2021