Veronika Batzdorfer

Natural Language Processing · Machine Learning · Computational Social Science

Research Synthesis

Four interconnected research areas exploring digital discourse through computational methods.

Conspiracy Dynamics

Feedback loops, habits, and community context in conspiracy theory engagement. Longitudinal analysis of Voat and Twitter data.

Voat WebSci'24 ICWSM'26

Polarization

Success-driven user activity modeling. Attitude shifts and depolarization in online discussions using agent-based models.

ABM CCS'24 IC2S2'25

NLP & Language Models

Synthetic annotators for sensitive narratives. Bias detection and psycholinguistic marker extraction (PsyCoMark).

LLMs ACL'26 SemEval

Methods & Ethics

Computational ethics in pandemic research. Epistemic humility in political discourse. Network science approaches.

Ethics NetSci Prereg