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P Chen, A. , Sucholutsky, I. , Russakovsky, O. , & Griffiths, T. L. (2024). Analyzing the Roles of Language and Vision in Learning from Limited Data. 46th Annual Meeting of the Cognitive Science Society. (pdf)
SML Liu, R. , Geng, J. , Peterson, J. C. , Sucholutsky, I. , & Griffiths, T. L. (2024). How do Large Language Models Navigate Conflicts between Honesty and Helpfulness? (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 DMRL Peng, A. , Sucholutsky, I. , Li, B. Z. , Sumers, T. R. , Griffiths, T. L. , Andreas, J. , & Shah, J. A. (2024). Learning with language-guided state abstractions. (preprint)
S&C Rane, S. , Ho, M. , Sucholutsky, I. , & Griffiths, T. L. (2024). Concept Alignment as a Prerequisite for Value Alignment. 46th Annual Meeting of the Cognitive Science Society. (pdf)
S&C Sucholutsky, I. , Zhao, B. , & Griffiths, T. L. (2024). Using Compositionality to Learn Many Categories from Few Examples. 46th Annual Meeting of the Cognitive Science Society. (pdf)
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)
DMRL Oktar, K. , Sucholutsky, I. , Lombrozo, T. , & Griffiths, T. L. (2023). Dimensions of disagreement: Unpacking divergence and misalignment in cognitive science and artificial intelligence. (preprint)
DMRL Rane, S. , Ho, M. , Sucholutsky, I. , & Griffiths, T. L. (2023). Concept alignment as a prerequisite for value alignment. AAAI 2024 Bridge on Collaborative AI and Modeling of Humans. (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)
P PR Sucholutsky, I. , & Griffiths, T. L. (2023). Alignment with human representations supports robust few-shot learning. Advances in Neural Information Processing Systems, 37. (pdf)
DMRL 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)
S&C Malaviya, M. , Sucholutsky, I. , Oktar, K. , & Griffiths, T. L. (2022). Can Humans Do Less-Than-One-Shot Learning? Proceedings of the 44th Annual Conference of the Cognitive Science Society. (pdf)
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)