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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

Modeling Entities As Semantic Points for Visual Information Extraction in the Wild CVPR 2023
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023
Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023
Global Structure Knowledge-Guided Relation Extraction Method for Visually-Rich Document EMNLP 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification EMNLP 2023
Multi-Scale Cell-Based Layout Representation for Document Understanding WACV 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text WACV 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding ICML 2023
Fast-StrucTexT: An Efficient Hourglass Transformer with Modality-guided Dynamic Token Merge for Document Understanding IJCAI 2023
Vision Grid Transformer for Document Layout Analysis ICCV 2023
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration ICCV 2023
Document Understanding Dataset and Evaluation (DUDE) ICCV 2023
LORE: Logical Location Regression Network for Table Structure Recognition AAAI 2023
Long Legal Article Question Answering via Cascaded Key Segment Learning (Student Abstract) AAAI 2023
WIERT: Web Information Extraction via Render Tree AAAI 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension ACL 2023
LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ACL 2023
Ginn-Khamov at SemEval-2023 Task 6, Subtask B: Legal Named Entities Extraction for Heterogenous Documents ACL 2023
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP 2023
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
Towards Flexible Multi-Modal Document Models CVPR 2023
WordScape: a Pipeline to extract multilingual, visually rich Documents with Layout Annotations from Web Crawl Data NIPS 2023
A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images AAAI 2023