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Joshua S. Rule
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Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
10692022
Adding words to the brain's visual dictionary: novel word learning selectively sharpens orthographic representations in the VWFA
LS Glezer, J Kim, J Rule, X Jiang, M Riesenhuber
Journal of Neuroscience 35 (12), 4965-4972, 2015
1382015
The child as hacker
JS Rule, JB Tenenbaum, ST Piantadosi
Trends in cognitive sciences 24 (11), 900-915, 2020
982020
Relation Alignment for Textual Entailment Recognition.
M Sammons, VGV Vydiswaran, T Vieira, N Johri, MW Chang, ...
TAC, 2009
592009
Learning list concepts through program induction
J Rule, E Schulz, ST Piantadosi, JB Tenenbaum
BioRxiv, 321505, 2018
242018
The child as hacker: building more human-like models of learning
JS Rule
Massachusetts Institute of Technology, 2020
172020
Representing and learning a large system of number concepts with latent predicate networks
J Rule, E Dechter, JB Tenenbaum
Proceedings of the Annual Meeting of the Cognitive Science Society 37, 2015
112015
Leveraging prior concept learning improves generalization from few examples in computational models of human object recognition
J Rule, M Riesenhuber
Frontiers in Computational Neuroscience 14, 117, 2020
9*2020
Fun isn’t easy: Children choose more difficult options when “playing for fun” vs.“trying to win”
J Rule, M Goddu, J Chu, V Pinter, ER Reagan, E Bonawitz, T Ullman
PsyArXiv, 2023
32023
Symbolic metaprogram search improves learning efficiency and explains rule learning in humans
JS Rule, ST Piantadosi, A Cropper, K Ellis, M Nye, JB Tenenbaum
Nature Communications 15 (1), 6847, 2024
12024
Learning as Programming: Modeling Efficient Search in Human Concept Learning
JS Rule, S Piantadosi, J Tenenbaum
Proceedings of the Annual Meeting of the Cognitive Science Society 44 (44), 2022
12022
Latent Predicate Networks: Concept Learning with Probabilistic Context-Sensitive Grammars
E Dechter, J Rule, JB Tenenbaum
2015 AAAI Spring Symposium Series, 2015
12015
Why concepts are (probably) vectors
ST Piantadosi, DCY Muller, JS Rule, K Kaushik, M Gorenstein, ER Leib, ...
Trends in Cognitive Sciences, 2024
2024
Concept Learning as Coarse-to-Fine Probabilistic Program Induction
ML Bowers, A Lew, W Qi, JS Rule, V Mansinghka, J Tenenbaum, ...
Proceedings of the Annual Meeting of the Cognitive Science Society 46, 2024
2024
Learning a novel rule-based conceptual system.
J Rule, J Tenenbaum, ST Piantadosi
CogSci, 3348, 2019
2019
Children’s play differs from both exploring and exploiting
J Rule, J Chu, M Goddu, V Pinter, ER Reagan, E Bonawitz, T Ullman
OSF, 0
Children selectively manipulate task difficulty when “playing for fun” vs.“trying to win”
JS Rule, MK Goddu, J Chu, V Pinter, ER Reagan, E Bonawitz, A Gopnik, ...
Learning list functions through program induction
J Rule
Unsupervised learning of probabilistic programs with latent predicate networks
E Dechter, J Rule, JB Tenenbaum
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Articles 1–19