Finding scientific topics TL Griffiths, M Steyvers Proceedings of the National academy of Sciences 101 (suppl_1), 5228-5235, 2004 | 8526 | 2004 |
Probabilistic topic models M Steyvers, T Griffiths Handbook of latent semantic analysis, 439-460, 2007 | 2553 | 2007 |
The author-topic model for authors and documents M Rosen-Zvi, T Griffiths, M Steyvers, P Smyth arXiv preprint arXiv:1207.4169, 2012 | 2167 | 2012 |
How to grow a mind: Statistics, structure, and abstraction JB Tenenbaum, C Kemp, TL Griffiths, ND Goodman science 331 (6022), 1279-1285, 2011 | 2087 | 2011 |
Natural speech reveals the semantic maps that tile human cerebral cortex AG Huth, WA De Heer, TL Griffiths, FE Theunissen, JL Gallant Nature 532 (7600), 453-458, 2016 | 1648 | 2016 |
Hierarchical topic models and the nested Chinese restaurant process T Griffiths, M Jordan, J Tenenbaum, D Blei Advances in neural information processing systems 16, 2003 | 1544 | 2003 |
Topics in semantic representation. TL Griffiths, M Steyvers, JB Tenenbaum Psychological review 114 (2), 211, 2007 | 1439 | 2007 |
Theory-based Bayesian models of inductive learning and reasoning JB Tenenbaum, TL Griffiths, C Kemp Trends in cognitive sciences 10 (7), 309-318, 2006 | 1134 | 2006 |
Toward a rational and mechanistic account of mental effort A Shenhav, S Musslick, F Lieder, W Kool, TL Griffiths, JD Cohen, ... Annual review of neuroscience 40, 99-124, 2017 | 1005 | 2017 |
Tree of thoughts: Deliberate problem solving with large language models S Yao, D Yu, J Zhao, I Shafran, T Griffiths, Y Cao, K Narasimhan Advances in Neural Information Processing Systems 36, 2024 | 977 | 2024 |
Generalization, similarity, and Bayesian inference JB Tenenbaum, TL Griffiths Behavioral and brain sciences 24 (4), 629-640, 2001 | 965 | 2001 |
Infinite latent feature models and the Indian buffet process Z Ghahramani, T Griffiths Advances in neural information processing systems 18, 2005 | 960 | 2005 |
Learning systems of concepts with an infinite relational model C Kemp, JB Tenenbaum, TL Griffiths, T Yamada, N Ueda AAAI 3, 5, 2006 | 939 | 2006 |
The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies DM Blei, TL Griffiths, MI Jordan Journal of the ACM (JACM) 57 (2), 1-30, 2010 | 899 | 2010 |
Probabilistic author-topic models for information discovery M Steyvers, P Smyth, M Rosen-Zvi, T Griffiths Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004 | 886 | 2004 |
Probabilistic models of cognition: Exploring representations and inductive biases TL Griffiths, N Chater, C Kemp, A Perfors, JB Tenenbaum Trends in cognitive sciences 14 (8), 357-364, 2010 | 849 | 2010 |
Structure and strength in causal induction TL Griffiths, JB Tenenbaum Cognitive psychology 51 (4), 334-384, 2005 | 777 | 2005 |
Bayesian models of cognition T L Griffiths, C Kemp, J B Tenenbaum Carnegie Mellon University, 2008 | 760 | 2008 |
Optimal predictions in everyday cognition TL Griffiths, JB Tenenbaum Psychological science 17 (9), 767-773, 2006 | 757 | 2006 |
Integrating topics and syntax T Griffiths, M Steyvers, D Blei, J Tenenbaum Advances in neural information processing systems 17, 2004 | 744 | 2004 |