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Document Analysis

113 papers

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Papers

Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning ACL 2026
Scaling Beyond Context: A Survey of Multimodal Retrieval-Augmented Generation for Document Understanding ACL 2026
ALDEN: Reinforcement Learning for Active Navigation and Evidence Gathering in Long Documents ACL 2026
Digitizing Nepal’s Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts ACL 2026
SlideAgent: Hierarchical Agentic Framework for Multi-Page Visual Document Understanding ACL 2026
FocalOrder: Focal Preference Optimization for Reading Order Detection ACL 2026
Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ACL 2026
PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR ACL 2026
Attention as Selector: Unlocking VLM Attention for Long Document Page Retrieval ACL 2026
Draft, Verify, Restore: Self-Refining Historical Inscription Restoration with a Unified MLLM ACL 2026
AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ACL 2026
Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering ACL 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
pAtChWoRK: Patching the Pieces of Public Procurement Documents ACL 2026
RegTrack: A Fine-Grained Benchmark for Multi-Class Legal Change Detection ACL 2026
Fine-Grained Semantic Comparison of Legal Documents using LLMs ACL 2026
DocSplit: A Comprehensive Benchmark Dataset and Evaluation Approach for Document Packet Recognition and Splitting ACL 2026
When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation ACL 2026
LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025
DocMamba: Efficient Document Pre-training with State Space Model AAAI 2025
RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation ACL 2025
A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025
Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025
TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025