Document Analysis

TDATR: Improving End-to-End Table Recognition via Table Detail-Aware Learning and Cell-Level Visual Alignment CVPR 2026 Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ACL 2026 TRivia: Self-supervised Fine-tuning of Vision-Language Models for Table Recognition CVPR 2026 When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation ACL 2026 Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025 A Simple yet Effective Layout Token in Large Language Models for Document Understanding CVPR 2025 A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025 Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025 BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks ICLR 2025 Chain-of-region: Visual Language Models Need Details for Diagram Analysis ICLR 2025 ComicScene154: A Scene Dataset for Comic Analysis EMNLP 2025 Decoupling Layout from Glyph in Online Chinese Handwriting Generation ICLR 2025 DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025 DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025 Docopilot: Improving Multimodal Models for Document-Level Understanding CVPR 2025 Graph-based Document Structure Analysis ICLR 2025 LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025 LAW: Legal Agentic Workflows for Custody and Fund Services Contracts COLING 2025 M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025 Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025 RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025 REVISE: A Framework for Revising OCRed text in Practical Information Systems with Data Contamination Strategy ACL 2025 Structure-Aware Handwritten Text Recognition via Graph-Enhanced Cross-Modal Mutual Learning IJCAI 2025 SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025