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Large language models (LLMs) are increasingly used to model human social behavior, with recent research exploring their ability to simulate social dynamics.
Progress in behavioral game theory
Camerer, C. F · 1997
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Cooperation prevails when individuals adjust their social ties
Santos, F. C., Pacheco, J. M. & Lenaerts, T · 2006
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Five rules for the evolution of cooperation
Nowak, M. A · 2006
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Evolutionary games on graphs
Szabó, G. & Fáth, G · 2007
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Connections: An Introduction to the Economics of Networks (Princeton University Press, Princeton NJ, 2007)
Goyal, S · 2007
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Human cooperation
Rand, D. G. & Nowak, M. A · 2013
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Static network structure can stabilize human cooperation
Rand, D. G., Nowak, M. A., Fowler, J. H. & Christakis, N. A · 2014
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Static network structure can stabilize human cooperation
Rand, D. G., Nowak, M. A., Fowler, J. H. & Christakis, N. A · 2014
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The spontaneous emergence of conventions: An experimental study of cultural evolution
Centola, D. & Baronchelli, A · 2015
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Freedom of choice adds value to public goods
Shi, L. et al · 2020
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Gpt-3: Its nature, scope, limits, and consequences
Floridi, L. & Chiriatti, M · 2020
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AI and the transformation of social science research
Grossmann, I. et al · 2023
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Accelerating science with human-aware artificial intelligence
Sourati, J. & Evans, J · 2023
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ChatGPT broke the Turing test – the race is on for new ways to assess AI
Biever, C · 2023
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Out of one, many: Using language models to simulate human samples
Argyle, L. P. et al · 2023
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Strategic behavior of large language models: Game structure vs. contextual framing (2023)
Lorè, N. & Heydari, B · 2023
Cited alongside, same era.
Which humans? (2023)
Atari, M., Xue, M. J., Park, P. S., Blasi, D. & Henrich, J · 2023
Cited alongside, same era.
Large language models (llms) and empathy-a systematic review (2023)
Sorin, V. et al · 2023
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Ai and the transformation of social science research
Grossmann, I. et al · 2023
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Pre-trained language models and their applications
Wang, H., Li, J., Wu, H., Hovy, E. & Sun, Y · 2023
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A turing test of whether AI chatbots are behaviorally similar to humans
Mei, Q., Xie, Y., Yuan, W. & Jackson, M. O · 2024
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Large language models can infer psychological dispositions of social media users
Peters, H. & Matz, S · 2024
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Akata, E. et al · 2023
Cited alongside, same era.
Strategic behavior of large language models: Game structure vs. contextual framing (2023)
Lorè, N. & Heydari, B · 2023
Cited alongside, same era.
Playing games with GPT: What can we learn about a large language model from canonical strategic games? (2023)
Brookins, P. & DeBacker, J. M · 2023
Cited alongside, same era.
The debate over understanding in AI’s large language models
Mitchell, M. & Krakauer, D. C · 2023
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Leveraging ai for democratic discourse: Chat interventions can improve online political conversations at scale
Argyle, L. P. et al · 2023
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Humans perceive warmth and competence in artificial intelligence
McKee, K. R., Bai, X. & Fiske, S. T · 2023
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Wang, Z. et al · 2024
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Induction of social contagion for diverse outcomes in structured experiments in isolated villages
Airoldi, E. M. & Christakis, N. A · 2024
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Nicer than humans: How do large language models behave in the prisoner’s dilemma?
Fontana, N., Pierri, F. & Aiello, L. M · 2024
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AI emerges as the frontier in behavioral science
Meng, J · 2024
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Can generative AI improve social science?
Bail, C. A · 2024
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Take caution in using LLMs as human surrogates: Scylla ex machina (2024)
Gao, Y., Lee, D., Burtch, G. & Fazelpour, S · 2024
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