172 citations · 253 across the 12 of their papers we have counts for
3 papers · 1 filter
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…
Using Large Language Models to Generate Authentic Multi-agent Knowledge Work Datasets
Desiree Heim, Christian Jilek, Adrian Ulges +1
Current publicly available knowledge work data collections lack diversity, extensive annotations, and contextual information about the users and their documents. These issues hinde…
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…