LLM4ABM
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Library

Publications by SIG members that are relevant to using large language models in agent-based modelling — spanning the whole modelling cycle, from conceptualisation through to documentation and dissemination.

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  1. 2026

    Journal article

    Speculative institutional grammars: Rethinking the limits of participatory AI

    Reshef Kera, D. (2026). AI & Society.

    GovernanceParticipatory AI
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  2. 2026

    Journal article

    A Reminder – computability limits on "vibe coding" ABMs (using LLMs to do the programming for us)

    Edmonds, B. (2026). Review of Artificial Societies and Social Simulation.

    LLMABM
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  3. 2026

    Preprint

    Large Language Models as Supervised Extraction Assistants: Lowering the Barrier to Documentation Standard Adoption in Agent-Based Modelling

    Siebers, P. O., & Frantz, C. (2026). arXiv preprint arXiv:2606.13749.

    LLMABMModelling cycle
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  4. 2026

    Preprint

    Co-design of LLM-based preference agents: participation may drive overtrust

    Fell, M. J. (2026). arXiv preprint arXiv:2607.21757.

    LLMAgentsCo-design
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  5. 2026

    Conference paper

    Towards an LLM-powered social digital twinning platform

    Gürcan, Ö., Falck, V., Rousseau, M. G., & Lima, L. L. (2026). In P. Mathieu & F. De la Prieta (Eds.), Advances in Practical Applications of Agents, Multi-Agent Systems, and Computational Social Science: The PAAMS Collection (Lecture Notes in Computer Science, Vol. 16031, pp. 118–130). Springer Nature Switzerland.

    LLMABMSocial simulation
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  6. 2026

    Conference paper

    LLM-enabled social agents

    Gürcan, Ö., & Challenger, M. (2026). Proceedings of the 5th International Conference on Hybrid Human-Artificial Intelligence Systems for the Social Good (HHAI 2026).

    LLMAgentsSocial simulation
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  7. 2025

    Journal article

    Europe's AI future as a meta-sovereign imaginary: Negotiating global norms, sovereign machines, and infrastructural futures through AI simulations

    Reshef Kera, D., Turgeman, M., Natan, O., & Ofek, H. (2025). European Journal of Futures Research, 14, Article 1.

    GovernanceSocial simulation
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  8. 2025

    Conference paper

    AI beyond rules, heuristics, and dreams: Ergative-absolutive agents for participatory simulations

    Reshef Kera, D., & Dotan, A. (2025). CEUR Workshop Proceedings, 3977.

    ABMParticipatory AISocial simulation
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  9. 2025

    Conference paper

    When can you use LLMs for ABM?

    Edmonds, B. (2025). Social Simulation Conference 2025, Delft, NL.

    LLMABM
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  10. 2025

    Conference paper

    Large Language Models for Agent-Based Modelling: Current and possible uses across the modelling cycle

    Vanhée, L., Borit, M., Siebers, P. O., Cremades, R., Frantz, C., Gürcan, Ö., ... & Neumann, M. (2025). Social Simulation Conference (pp. 601–619). Cham: Springer Nature Switzerland.

    LLMABMModelling cycleSurvey
  11. 2025

    Preprint

    Modeling realistic human behavior using generative agents in a multimodal transport system: Software architecture and application to Toulouse

    Vu, T. D., Gaudou, B., & Oberoi, K. S. (2025). arXiv preprint arXiv:2510.19497.

    LLMABMAgentsTransport
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  12. 2025

    Preprint

    Integrating LLM in agent-based social simulation: Opportunities and challenges

    Taillandier, P., Zucker, J. D., Grignard, A., Gaudou, B., Huynh, N. Q., & Drogoul, A. (2025). arXiv preprint arXiv:2507.19364.

    LLMABMSocial simulation
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  13. 2024

    Conference paper

    Governance in silico: Experimental sandbox for policymaking over AI agents

    Reshef Kera, D., Navon, E., Wellner, G., & Kalvas, F. (2024). DRS Biennial Conference Series: DRS2024. Design Research Society.

    ABMGovernanceSocial simulation
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  14. 2024

    Preprint

    Energy Social Surveys Replicated with Large Language Model Agents

    Fell, M. J. (2024). SSRN Working Paper 4686345.

    LLMSocial surveysEnergy
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  15. 2024

    Conference paper

    LLM-augmented agent-based modelling for social simulations: Challenges and opportunities

    Gürcan, Ö. (2024). Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence Systems for the Social Good (HHAI 2024).

    LLMABMSocial simulation
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