visual document

RegionRAG: Region-level Retrieval-Augmented Generation for Visual Document Understanding AAAI 2026 jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 SAIL: Sample-Centric In-Context Learning for Document Information Extraction AAAI 2025 ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents EMNLP 2025 DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024 Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024 Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024 DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading EMNLP 2023 DocTr: Document Transformer for Structured Information Extraction in Documents ICCV 2023 Document Understanding Dataset and Evaluation (DUDE) ICCV 2023 GVdoc - Graph-based Visual DOcument Classification ACL 2023 LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ACL 2023 Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path Prediction EMNLP 2023 Selective Labeling: How to Radically Lower Data-Labeling Costs for Document Extraction Models EMNLP 2023 ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document Understanding EMNLP 2022 MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022 Read Extensively, Focus Smartly: A Cross-document Semantic Enhancement Method for Visual Documents NER COLING 2022 XYLayoutLM: Towards Layout-Aware Multimodal Networks for Visually-Rich Document Understanding CVPR 2022 Capturing Logical Structure of Visually Structured Documents with Multimodal Transition Parser EMNLP 2021