Document Analysis

Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025 PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025 PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025 POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025 PreP-OCR: A Complete Pipeline for Document Image Restoration and Enhanced OCR Accuracy ACL 2025 PRIM: Towards Practical In-Image Multilingual Machine Translation EMNLP 2025 READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 Relation-Rich Visual Document Generator for Visual Information Extraction CVPR 2025 Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ACL 2025 RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025 SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025 SheetDesigner: MLLM-Powered Spreadsheet Layout Generation with Rule-Based and Vision-Based Reflection EMNLP 2025 SimpleDoc: Multi‐Modal Document Understanding with Dual‐Cue Page Retrieval and Iterative Refinement EMNLP 2025 Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 SSAN: A Symbol Spatial-Aware Network for Handwritten Mathematical Expression Recognition AAAI 2025 Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs COLING 2025 TabComp: A Dataset for Visual Table Reading Comprehension NAACL 2025 TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition AAAI 2025 Towards a Training Free Approach for 3D Scene Editing WACV 2025 Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025