Document Analysis

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations CVPR 2025 Optimizing the Arrangement of Citations in Related Work Section IJCNLP 2025 Overview of the Fifth Workshop on Scholarly Document Processing ACL 2025 Page Stream Segmentation with LLMs: Challenges and Applications in Insurance Document Automation COLING 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025 Predicting the Original Appearance of Damaged Historical Documents AAAI 2025 Problem Solved? Information Extraction Design Space for Layout-Rich Documents using LLMs EMNLP 2025 PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent COLING 2025 Py-Elotl: A Python NLP package for the languages of Mexico NAACL 2025 READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 Reviving Cultural Heritage: A Novel Approach for Comprehensive Historical Document Restoration ACL 2025 Robust Multi-bit Text Watermark with LLM-based Paraphrasers ICML 2025 Roles of MLLMs in Visually Rich Document Retrieval for RAG: A Survey IJCNLP 2025 SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025 Sign2Vis: Automated Data Visualization from Sign Language ACL 2025 SpecialtyScribe: Enhancing SOAP note Scribing for Medical Specialties using LLM’s NAACL 2025 Structural Patent Classification Using Label Hierarchy Optimization EMNLP 2025 Structured Information Extraction from Nepali Scanned Documents using Layout Transformer and LLMs COLING 2025 TableCoder: Table Extraction from Text via Reliable Code Generation ACL 2025 Text Change Detection in Multilingual Documents using Image Comparison WACV 2025 The Million Authors Corpus: A Cross-Lingual and Cross-Domain Wikipedia Dataset for Authorship Verification ACL 2025 Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method ICCV 2025 Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring NAACL 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025