1 citations · 1 across the 1 of their papers we have counts for
3 papers
DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion
Marcel Lamott, Saifullah Saifullah, Nauman Riaz +11
Effective document intelligence models rely on large amounts of annotated training data. However, procuring sufficient and high-quality data poses significant challenges due to the…
Leveraging Distillation Techniques for Document Understanding: A Case Study with FLAN-T5
Marcel Lamott, Muhammad Armaghan Shakir
The surge of digital documents in various formats, including less standardized documents such as business reports and environmental assessments, underscores the growing importance…
LAPDoc: Layout-Aware Prompting for Documents
Marcel Lamott, Yves-Noel Weweler, Adrian Ulges +3
Recent advances in training large language models (LLMs) using massive amounts of solely textual data lead to strong generalization across many domains and tasks, including documen…