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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

Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction AAAI 2023
WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ACL 2023
QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding EMNLP 2022
FocusQA: Open-Domain Question Answering with a Context in Focus EMNLP 2022
Keyphrase Generation Beyond the Boundaries of Title and Abstract EMNLP 2022
DocQueryNet: Value Retrieval with Arbitrary Queries for Form-like Documents COLING 2022
Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022
Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING 2022
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs IJCNLP 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis COLING 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding ACL 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections COLING 2022
Visual Understanding of Complex Table Structures From Document Images WACV 2022
DocInfer: Document-level Natural Language Inference using Optimal Evidence Selection EMNLP 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022
Stretching Sentence-pair NLI Models to Reason over Long Documents and Clusters EMNLP 2022
XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022
V-Doc: Visual Questions Answers With Documents CVPR 2022
PubTables-1M: Towards Comprehensive Table Extraction From Unstructured Documents CVPR 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022
Entity-based Neural Local Coherence Modeling ACL 2022
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding ACL 2022