document understanding

Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Doc-React: Multi-page Heterogeneous Document Question-answering ACL 2025 DocThinker: Explainable Multimodal Large Language Models with Rule-based Reinforcement Learning for Document Understanding ICCV 2025 DocVLM: Make Your VLM an Efficient Reader CVPR 2025 Enhanced Table Structure Recognition with Multi-Modal Approach AACL 2025 Enhancing Document Understanding with Group Position Embedding: A Novel Approach to Incorporate Layout Information ICLR 2025 Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 FS-DAG: Few Shot Domain Adapting Graph Networks for Visually Rich Document Understanding COLING 2025 GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification WACV 2025 Harnessing Webpage UIs for Text-Rich Visual Understanding ICLR 2025 Infogen: Generating Complex Statistical Infographics from Documents ACL 2025 Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025 Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding ACL 2025 LDP: Generalizing to Multilingual Visual Information Extraction by Language Decoupled Pretraining AAAI 2025 LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models ACL 2025 LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs AACL 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025 mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding ACL 2025 Multi-Hop Question Generation via Dual-Perspective Keyword Guidance ACL 2025