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Document Analysis

74 directly classified papers

Papers per year

Papers

DongbaMIE: A Multimodal Information Extraction Dataset for Evaluating Semantic Understanding of Dongba Pictograms EMNLP 2025
RFL: Simplifying Chemical Structure Recognition with Ring-Free Language AAAI 2025
PDFMathTranslate: Scientific Document Translation Preserving Layouts EMNLP 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Out of Length Text Recognition with Sub-String Matching AAAI 2025
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text EMNLP 2025
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition CVPR 2025
SSAN: A Symbol Spatial-Aware Network for Handwritten Mathematical Expression Recognition AAAI 2025
TAMER: Tree-Aware Transformer for Handwritten Mathematical Expression Recognition AAAI 2025
InstructOCR: Instruction Boosting Scene Text Spotting AAAI 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating ACL 2025
SERVAL: Surprisingly Effective Zero-Shot Visual Document Retrieval Powered by Large Vision and Language Models EMNLP 2025
LRANet: Towards Accurate and Efficient Scene Text Detection with Low-Rank Approximation Network AAAI 2024
Grab What You Need: Rethinking Complex Table Structure Recognition with Flexible Components Deliberation AAAI 2024
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding EMNLP 2024
Towards Automated Chinese Ancient Character Restoration: A Diffusion-Based Method with a New Dataset AAAI 2024
Bridging the Gap Between End-to-End and Two-Step Text Spotting CVPR 2024
Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024
Enhanced Optical Character Recognition by Optical Sensor Combined with BERT and Cosine Similarity Scoring (Student Abstract) AAAI 2024