Latest Research in Multimodal Document Digitization

Top Research Topics in Multimodal Document Digitization

• Intelligence, Security, War Strategy — 233 papers
• Computer Vision and Pattern Recognition — 96 papers
• Computation and Language — 14 papers
• Handwritten Text Recognition Techniques — 12 papers
• Artificial Intelligence — 8 papers
• Multimodal Machine Learning Applications — 8 papers
• Multimedia — 6 papers
• Information Retrieval — 3 papers
• Machine Learning — 3 papers
• Pharmacy and Medical Practices — 2 papers

Highest-Cited Papers

1. Which Negatives Matter? Ask Your Text Encoder: Adaptive Similarity Margins for Dense-Caption Retrieval
2. StateTrace: An Object-Centric Framework for Hidden-State Spatiotemporal Reasoning in Long Videos
3. Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers
4. Institutional Books - Enriched Text: A customizable multilingual open-source pipeline for denoising, deduplicating, and annotating OCR text at scale
5. Event-Causal RAG: A Retrieval-Augmented Generation Framework for Long Video Reasoning in Complex Scenarios
6. PEEK: Picking Essential frames via Efficient Knowledge distillation
7. OmniHandwritingOCR: A Diagnostic Benchmark for Evaluating Multimodal LLMs in Handwritten OCR Scenarios
8. Impact of Iterative Fine-Tuning on Transcription Accuracy in Complex Historical Sanskrit Manuscripts
9. Institutional Books - Visual Elements: An open-source pipeline for extracting, classifying, deduplicating, and captioning visual elements from digital book collections
10. LLM-Driven AutoML for Cross-Lingual Handwritten OCR: Closed-Loop Neural Architecture Search with GPT-5, GPT-4o, and Claude Sonnet 4
11. EuroMillions Breakthrough Mining — 1948 Sources, 14868 Leads Extracted — E8 Intelligence Research
12. M3TR: Temporal Retrieval Enhanced Multi-Modal Micro-video Popularity Prediction
13. EuroMillions Breakthrough Mining — 1954 Sources, 14934 Leads Extracted — E8 Intelligence Research
14. EuroMillions Breakthrough Mining — 1966 Sources, 15066 Leads Extracted — E8 Intelligence Research
15. EuroMillions Breakthrough Mining — 1939 Sources, 14776 Leads Extracted — E8 Intelligence Research
16. EuroMillions Breakthrough Mining — 1927 Sources, 14669 Leads Extracted — E8 Intelligence Research
17. Shorthand, long game
18. EuroMillions Breakthrough Mining — 1933 Sources, 14725 Leads Extracted — E8 Intelligence Research
19. EuroMillions Breakthrough Mining — 1927 Sources, 14669 Leads Extracted — E8 Intelligence Research
20. EuroMillions Breakthrough Mining — 1924 Sources, 14641 Leads Extracted — E8 Intelligence Research

Sub-Regions

• Intelligence, Security, War Strategy — 238 papers
• Computer Vision and Pattern Recognition — 111 papers
• Sound — 102 papers
• Handwritten Text Recognition Techniques — 43 papers