172 citations · 253 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design
Marco Wrzalik, Adrian Ulges, Anne Uersfeld +2
We address the detection of emission reduction goals in corporate reports, an important task for monitoring companies' progress in addressing climate change. Specifically, we focus…
IRT2: Inductive Linking and Ranking in Knowledge Graphs of Varying Scale
Felix Hamann, Adrian Ulges, Maurice Falk
We address the challenge of building domain-specific knowledge models for industrial use cases, where labelled data and taxonomic information is initially scarce. Our focus is on i…