Publications

Peer Reviewed Articles


Under Review


Working Papers

  • Sheldon, C., Laver, M., Jankin, S. (2026) Deliberation in Silico: Validating LLM Multi-Agent Simulation Against Verbatim Council Records., submitted to the 27th International Workshop on Multi-Agent Based Simulation (MABS 2026).
  • Arnold, C., Sheldon, C., Henrichsen, T., & Cross, J. (2026) How Useful is Your LLM Output? A Probabilistic Approach to Assessing Synthetic Text Data for Domain Specific Applications,
  • Sheldon, C., Küpfer, A., & Arnold, C. (2026) When Words Divide: MPs as Polarisation Entrepreneurs on the Digital Civic Platform abgeordnetenwatch.de

Policy & Popular Writing