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From Code to Conversation: What LLMs Mean for Political Science

Environmental Policy
International Relations
Political Economy
Political Methodology
Quantitative
Methodology
Big Data
P014
Lisa Lechner
University of Innsbruck
Markus Gastinger
Universität Salzburg

Title Details
Political behavior in LLM agents: experimental insights into governance, global power asymmetries, security risks, and the dynamics of knowledge construction View Paper Details
Rating Fragility: Project Success and Contextual Bias in Fragile States View Paper Details
Magic Words or Methodical Work? Challenging Conventional Wisdom in LLM-Based Political Text Annotation View Paper Details
The Rational Design of International Institutions in the Age of AI: Turning Continents into Islands? View Paper Details
‘Does this really work?’ Introducing an LLM-based workflow as a conceptual response to validity concerns in political institutionalism. View Paper Details
Strategic Signaling and U.S. Public Statements in Secessionist Conflicts View Paper Details
Measuring the Depth of Trade Agreements with Large Language Models View Paper Details
A Framework for Labelling Complex Political Concepts Using Open-Weight LLMs: Evidence from Illiberalism in Party Communication View Paper Details
Large Language Models and the Political Science Research Process: Insights on Potentials and Risks from Reflexive Self-Ethnographic Case Studies View Paper Details
Language Models in Sustainability Governance: An AI-driven Policy Monitoring Framework for Hydrogen View Paper Details
Making Semi-Structured Interviews Scalable: An Experimental Evaluation of AI Conversational Interviewing View Paper Details
Seeing the Forest: Corporate Sustainability Reporting and the EU Circular Economy Agenda View Paper Details
Ranking Business Trade Preferences Using GPT View Paper Details
The power of conversation: A survey experiment on AI-generated information and political behaviour View Paper Details
Measuring Contestation and Support of the Liberal International Order: A Cross-National Computational Approach View Paper Details
Embedded geopoliticization: The EU's global trade strategy in an age of challenged multilateralism View Paper Details
Webs of Power: Unveiling Autocratic Elite Networks and Their Influence on Leader Constraints Using Large Language Models (LLMs) View Paper Details
Is AI Geopolitical? Mapping Political Bias of LLMs around International Events View Paper Details