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All Topics CI Causal Induction CD Cognitive Development CEIL Cultural Evolution and Iterated Learning DMRL Decision Making and Reinforcement Learning E Education F Foundations IB Inductive Biases NBM Nonparametric Bayesian Models P Perception PR Probabilistic Reasoning RPM Rational Process Models S&C Similarity and Categorization SC Social Cognition SML Statistical Models of Language
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F Ku, A. , Campbell, D. , Bai, X. , Geng, J. , Liu, R. , Marjieh, R. , McCoy, R. T. , Nam, A. , Sucholutsky, I. , Veselovsky, V. , Zhang, L. , Zhu, J. Q. , & Griffiths, T. L. (2025). Using the tools of cognitive science to understand large language models at different levels of analysis. (preprint)
CEIL Marjieh, R. , Anglada-Tort, M. , Griffiths, T. L. , & Jacoby, N. (2025). Characterizing the interaction of cultural evolution mechanisms in experimental social networks. (preprint)
S&C SML Marjieh, R. , Veselovsky, V. , Griffiths, T. L. , & Sucholutsky, I. (2025). What is a number, that a large language model may know it? (preprint)
CEIL SC Barretto, D. , Marjieh, R. , & Griffiths, T. L. (2024). Reaching consensus through theory of mind in social networks with locally distributed interactions. 46th Annual Meeting of the Cognitive Science Society. (pdf)
IB SML Kumar, S. , Marjieh, R. , Zhang, B. , Campbell, D. , Hu, M. Y. , Bhatt, U. , Lake, B. M. , & Griffiths, T. L. (2024). Comparing abstraction in humans and large language models using multimodal serial reproduction. 46th Annual Meeting of the Cognitive Science Society. (pdf)
DMRL SC Marjieh, R. , Gokhale, A. , Bullo, F. and Griffiths , T. L., (2024). Task allocation in teams as a multi-armed bandit. In Proceedings of Collective Intelligence 2024. (pdf)
P S&C Marjieh, R. , Jacoby, N. , Peterson, J. C. , & Griffiths, T. L. (2024). The Universal Law of Generalization holds for naturalistic stimuli. Journal of Experimental Psychology: General, 153 (3), 573–589. (pdf)
IB P Marjieh, R. , Kumar, S. , Campbell, D. , Zhang, L. , Bencomo, G. , Snell, J. , & Griffiths, T. L. (2024). Using contrastive learning with generative similarity to learn spaces that capture human inductive biases. (preprint)
P Marjieh, R. , van Rijn, P. , Sucholutsky, I. , Lee, H. , Griffiths, T. L. , & Jacoby, N. (2024). A rational analysis of the speech-to-song illusion. 46th Annual Meeting of the Cognitive Science Society. (pdf)
P SML Marjieh, R. , van Rijn, P. , Sucholutsky, I. , Lee, H. , Jacoby, N. , & Griffiths, T. L. (2024). Characterizing the large-scale structure of grounded semantic networks. (preprint)
S&C SML Marjieh, R. , Sucholutsky, I. , van Rijn, P. , Jacoby, N. , & Griffiths, T. L. (2024). Large language models predict human sensory judgments across six modalities. Scientific Reports, 14 (1), 21445.(pdf)
P Niedermann, J. P. , Sucholutsky, I. , Marjieh, R. , Çelen, E. , Griffiths, T. , Jacoby, N. , & van Rijn, P. (2024) Studying the effect of globalization on color perception using multilingual online recruitment and large language models. 46th Annual Meeting of the Cognitive Science Society. (pdf)
SML Tian, Y. , Ravichander, A. , Qin, L. , Bras, R. L. , Marjieh, R. , Peng, N. , Choi, Y. , Griffiths, T. L. , & Brahman, F. (2024). MacGyver: Are large language models creative problem solvers? 25th Conference of the North American Chapter of the Association for Computational Linguistics (pdf)
P SC Urano, Y. , Marjieh, R. , Griffiths, T. L. , & Jacoby, N. (2024). The influence of social information and presentation interface on aesthetic evaluations. 46th Annual Meeting of the Cognitive Science Society. (pdf)
SC SML Liu, R. , Yen, H. , Marjieh, R. , Griffiths, T. L. , & Krishna, R. (2023). Improving interpersonal communication by simulating audiences with language models. 45th Annual Meeting of the Cognitive Science Society. (pdf)
P S&C Marjieh, R. , Griffiths, T. L. , & Jacoby, N. (2023). Musical pitch has multiple psychological geometries. (preprint)
S&C Marjieh, R. , Van Rijn, P. , Sucholutsky, I. , Sumers, T. , Lee, H. , Griffiths, T. L. , & Jacoby, N. (2023) Words are all you need? Language as an approximation for human similarity judgments. Proceedings of the 11th International Conference on Learning Representations (ICLR). (preprint)
P PR Marjieh, R. , Sucholutsky, I. , Langlois, T. A. , Jacoby, N. , & Griffiths, T. L. (2023) Analyzing diffusion as serial reproduction. Proceedings of the 40th International Conference on Machine Learning (ICML), 202 24005-24019. (preprint)
P SML Marjieh, R. , Sucholutsky, I. , van Rijn, P. , Jacoby, N. , & Griffiths, T. L. (2023). What language reveals about perception: Distilling psychophysical knowledge from large language models. 45th Annual Meeting of the Cognitive Science Society. (pdf)
S&C Sucholutsky, I. , Battleday, R. , Collins, K. , Marjieh, R. , Peterson, J. C. , Singh, P. , Bhatt, U. , Jacoby, N. , Weller, A. , & Griffiths, T. L. (2023). On the informativeness of supervision signals. Proceedings of the 39th Conference on Uncertainty in Artificial Intelligence. (pdf)
F Sucholutsky, I. , Muttenthaler, L. , Weller, A. , Peng, A. , Bobu, A. , Kim, B. , Love, B. C. , Grant, E. , Achterberg, J. , Tenenbaum, J. B. , Collins, K. M. , Hermann, K. L. , Oktar, K. , Greff, K. , Hebart, M. N. , Jacoby, N. , Marjieh, R. , Geirhos, R. , Chen, S. , Kornblith, S. , Rane, S. , Konkle, T. , O'Connell, T. P. , Unterthiner, T. , Lampinen, A. K. , Müller, K.-R. , Toneva, M. , & Griffiths, T. L. (2023). Getting aligned on representational alignment. (preprint)
IB SML Kumar, S. , Correa, C. G. , Dasgupta, I. , Marjieh, R. , Hu, M. Y. , Hawkins, R.D. , Daw, N. D. , Cohen, J. D. , Narasimhan, K. R. , & Griffiths, T. L. (2022). Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines. Advances in Neural Information Processing Systems 36. (preprint)
S&C SML Marjieh, R. , Sucholutsky, I. , Sumers, T. R. , Jacoby, N. , & Griffiths, T. L. (2022). Predicting Human Similarity Judgments Using Large Language Models. Proceedings of the 44th Annual Conference of the Cognitive Science Society. (pdf)