2 papers
cs.CL2025
Emergent Convergence in Multi-Agent LLM Annotation
Angelina Parfenova, Alexander Denzler, Juergen Pfeffer
Large language models (LLMs) are increasingly deployed in collaborative settings, yet little is known about how they coordinate when treated as black-box agents. We simulate 7500 m…
cs.CL2025
Text Annotation via Inductive Coding: Comparing Human Experts to LLMs in Qualitative Data Analysis
Angelina Parfenova, Andreas Marfurt, Alexander Denzler +1
This paper investigates the automation of qualitative data analysis, focusing on inductive coding using large language models (LLMs). Unlike traditional approaches that rely on ded…