Non-archival abstracts
A systematic review of LLM-based survey response simulation
Hao-Ting Chan, Dennis Assenmacher, Sebastian Stier, Claudia Wagner
Centrist Sycophancy? Examining Sycophantic Responses to Extreme Positions in Large Language Models
Philipp Heinrich
From Bias Mitigation to Bias Negotiation: Governing Identity and Sociocultural Reasoning in Generative AI
Zackary Dunivin
Graph-Augmented Digital Twins as Decision-Support Tools for Political Organizations
Jairo Gudiño, Joshua C. Yang
Guided self-reflection in qualitative coding: Improving automated text annotation through secondary LLM review
Zackary Dunivin, Mobina Noori, Seth Frey, Curtis Atkisson
Human Label Variation in Ideological Coherence Judgements of Political Speech
Karolina Zaczynska, Julian Schlenker, Ines Rehbein, Simone Paolo Ponzetto
LLMs in scientific research: Who is using open-weight models?
Zackary Dunivin
Methods Hub – a collaborative platform for exploring, learning, and sharing computational methods in the social sciences
Julia Romberg, Christina Viehmann, Johannes Kiesel, Arnim Bleier, Chung-hong Chan, Raniere Gaia Costa da Silva, Ahrabhi Kathirgamalingam, Taimoor Khan, Stephan Linzbach, Fakhri Momeni, Felix Münch, Ran Yu, Stefan Dietze, Claudia Wagner
Parties and Prejudice: Evaluating Social Bias in Large Language Models Adapted to German Political Parties
Kristina Thieme, Maximilian Spliethöver, Henning Wachsmuth
Promptology: A Large-Scale Systematic Analysis of Prompt Elements and Contextual Factors in Argument Generation
Maximilian Maurer, Ana Lisboa Cotovio, Matteo Melis, Julia Romberg, Aldo Costa, Gabriella Lapesa
Systematizing Fact-Checking Labels
Leonie Uhling, Zehra Melce Hüsünbeyi, Tatjana Scheffler
The Politics of Feelings in U.S. Congressional Speech
Segun Aroyehun
The Total Simulated Survey Error (TS2E) Framework: Evaluating LLM-Generated Survey Responses
Indira Sen, Georg Ahnert, Leah von der Heyde, Bernd Weiss, Jana Lasser, Markus Strohmaier