3 papers
cs.CL2026
Hybrid Panels: Toward Human-AI Collaboration in Survey Research
Julia Romberg, Tobias Gummer, Gabriella Lapesa +2
Large-scale population surveys are essential for generating robust social and scientific insights, yet they face significant challenges, including declining response rates, increas…
cs.CL2025
Towards a Perspectivist Turn in Argument Quality Assessment
Julia Romberg, Maximilian Maurer, Henning Wachsmuth +1
The assessment of argument quality depends on well-established logical, rhetorical, and dialectical properties that are unavoidably subjective: multiple valid assessments may exist…
cs.CL2023
Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives!
Philipp Heinisch, Matthias Orlikowski, Julia Romberg +1
Many annotation tasks in natural language processing are highly subjective in that there can be different valid and justified perspectives on what is a proper label for a given exa…