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SML 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. (2026). Levels of analysis for large language models. Philosophical Transactions of the Royal Society A , 384 (2320). (pdf)
IB Ku, A. , Griffiths, T. L. , & Chan, S. C. Y. (2026). An evolutionary perspective on modes of learning in Transformers. Proceedings of the 14th International Conference on Learning Representations (ICLR) . (pdf)
SML Mieczkowski, E. , Ku, A. , Eisape, T. , Arumugam, D. , Matters, J. , Collins, K. , Sucholutsky, I. , & Griffiths, T.L. (2026). Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs. (preprint)
F P Campbell, D. , Rane, S. , Giallanza, T. , De Sabbata, N. , Ghods, K. , Joshi, A. , Ku, A. , Frankland, S. M. , Griffiths, T. L. , & Cohen, J. D. , & Webb, T. W. (2024). Understanding the limits of vision language models through the lens of the binding problem. Advances in Neural Information Processing Systems 38. (pdf)
P Rane, S. , Ku, A. , Baldridge, J. , Tenney, I. , Griffiths, T. L. , & Kim, B. (2024). Can generative multimodal models count to ten? 46th Annual Meeting of the Cognitive Science Society. (pdf)
PR Wang, Z. , Ku, A. , Baldridge, J. , Griffiths, T. L. , & Kim, B. (2023). Gaussian Process Probes (GPP) for uncertainty-aware probing. Advances in Neural Information Processing Systems 37. (pdf)
S&C Peterson, J. C. , Suchow, J. W. , Aghi, K. , Ku, A. Y. , & Griffiths, T. L. (2018). Capturing human category representations by sampling in deep feature spaces. Proceedings of the 40th Annual Conference of the Cognitive Science Society. (pdf)