Co-occurring keywords · papers mentioning both
document understanding
(3)
visual information extraction
(2)
semantic entity recognition
(2)
relation extraction
(2)
geometric pre-training
(1)
structured text representation
(1)
optimised table structure language
(1)
multimodal retrieval-augmented generation
(1)
language-image understanding
(1)
contrastive feature alignment
(1)
Papers
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding
ACL 2026
Tables Decoded: DELTA for Structure, TARQA for Understanding
WACV 2026
LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction
NAACL 2024
Seg2Act: Global Context-aware Action Generation for Document Logical Structuring
EMNLP 2024
DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading
EMNLP 2023
GeoLayoutLM: Geometric Pre-Training for Visual Information Extraction
CVPR 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models
EMNLP 2023
UniDoc: Unified Pretraining Framework for Document Understanding
NeurIPS 2021