document image

Exploring Visual Pretraining for Learning Language Intelligence CVPR 2026 ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images EACL 2026 DocMatcher: Document Image Dewarping via Structural and Textual Line Matching WACV 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 Autoregressive Pre-Training on Pixels and Texts EMNLP 2024 CMA: A Chromaticity Map Adapter for Robust Detection of Screen-Recapture Document Images CVPR 2024 InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions AAAI 2024 LayoutLLM: Large Language Model Instruction Tuning for Visually Rich Document Understanding COLING 2024 SHDocs: A dataset, benchmark, and method to efficiently generate high-quality, real-world specular highlight data with near-perfect alignment NeurIPS 2024 Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation COLING 2024 Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models AAAI 2023 A Question-Answering Approach to Key Value Pair Extraction from Form-Like Document Images AAAI 2023 Document Image Shadow Removal Guided by Color-Aware Background CVPR 2023 Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract) AAAI 2023 High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net ICCV 2023 On Task-personalized Multimodal Few-shot Learning for Visually-rich Document Entity Retrieval EMNLP 2023 SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023 Towards Robust Tampered Text Detection in Document Image: New Dataset and New Solution CVPR 2023 Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning EMNLP 2023 BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents AAAI 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding EMNLP 2022 Post-OCR Paragraph Recognition by Graph Convolutional Networks WACV 2022 Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework ACL 2022 V-Doc: Visual Questions Answers With Documents CVPR 2022