Document Analysis

AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ACL 2026 ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents ACL 2026 Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval ACL 2026 ChartR: Evaluating Reasoning Accuracy and Robustness in Chart Question Answering CVPR 2026 Diagram2Structure: Unlocking LLMs' Diagram Comprehension through DiagramDiff, a Framework for Structuring Offline Diagrams CVPR 2026 Digitizing Nepal’s Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts ACL 2026 DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding CVPR 2026 DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026 Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026 Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ACL 2026 Fine-Grained Semantic Comparison of Legal Documents using LLMs ACL 2026 Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering ACL 2026 FocalOrder: Focal Preference Optimization for Reading Order Detection ACL 2026 From Pixel to Precision: Enhancing Handwritten Mathematical Expression Recognition with Image-Level Reward CVPR 2026 From Recognition to Reasoning: Benchmarking and Enhancing MLLMs on Real-World Receipt Document Understanding ACL 2026 IDP Accelerator: Agentic Document Intelligence from Extraction to Compliance Validation ACL 2026 M3DocDep: Multi-modal, Multi-page, Multi-document Dependency Chunking with Large Vision-Language Models CVPR 2026 MCHDoc: A Comprehensive Benchmark for Reading Multi-Carrier Chinese Historical Documents CVPR 2026 OmniDocLayout: Towards Diverse Document Layout Generation via Coarse-to-Fine LLM Learning CVPR 2026 PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ACL 2026 pAtChWoRK: Patching the Pieces of Public Procurement Documents ACL 2026 RegTrack: A Fine-Grained Benchmark for Multi-Class Legal Change Detection ACL 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding ACL 2026 SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026