Arts and Science

Research output

Research output per year 1952 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2024

• 26112 Article
• 2956 Chapter (peer-reviewed)
• 1756 Review article
• 1704 Chapter
• 6066 More
  • 1129 Book
  • 956 Comment/debate
  • 919 Book/Film/Article review
  • 732 Conference contribution
  • 421 Editorial
  • 282 Short survey
  • 281 Letter
  • 257 Entry for encyclopedia/dictionary
  • 233 Other report
  • 181 Conference article
  • 172 Foreword/postscript
  • 127 Paper
  • 117 Digital or Visual Products
  • 74 Other contribution
  • 63 Web publication/site
  • 52 Special issue
  • 33 Featured article
  • 18 Other chapter contribution
  • 12 Commissioned report
  • 3 Meeting Abstract
  • 1 Scholarly edition
  • 1 Literature review
  • 1 Data set/Database
  • 1 Software

Research output per year

Research output per year

Search results

• 2023

  A PROBABILISTIC FRAMEWORK FOR TASK-ALIGNED INTRA- AND INTER-AREA NEURAL MANIFOLD ESTIMATION

  Balzani, E., Noel, J. P., Herrero-Vidal, P., Angelaki, D. E. & Savin, C., 2023.

  Research output: Contribution to conference › Paper › peer-review

  • Probabilistic Framework 100%
  • Behavior (Neuroscience) 100%
  • Brain Areas 100%
  • Manifold Estimation 100%
  • Gaussian Distribution 100%

• Charge Transport in Twisted Organic Semiconductor Crystals of Modulated Pitch

  Yang, Y., de Moraes, L. S., Ruzié, C., Schweicher, G., Geerts, Y. H., Kennedy, A. R., Zhou, H., Whittaker, S. J., Lee, S. S., Kahr, B. & Shtukenberg, A. G., 2023.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  • Charge Transport 100%
  • Carrier Mobility 100%
  • Organic Semiconductor Crystals 100%
  • Film 100%
  • Crystallites 66%

• LEARNING MULTI-SCALE LOCAL CONDITIONAL PROBABILITY MODELS OF IMAGES

  Kadkhodaie, Z., Guth, F., Mallat, S. & Simoncelli, E. P., 2023.

  Research output: Contribution to conference › Paper › peer-review

  • Curse of Dimensionality 100%
  • Receptive Field 100%
  • Conditional Probability 100%
  • Probability Model 100%
  • Convolutional Neural Network 100%
• 2022

  A Developmentally-Inspired Examination of Shape versus Texture Bias in Machines

  Tartaglini, A. R., Vong, W. K. & Lake, B. M., 2022, p. 1284-1290. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Texture Bias 100%
  • Child Development 20%

• A joint analysis of dropout and learning functions in human decision-making with massive online data

  Kuperwajs, I. & Ma, W. J., 2022, p. 1197-1203. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Human Decision Making 100%
  • Playing Strength 100%
  • Decision Making 100%
  • Performance Task 100%
  • Human Decision 100%

• Comparing Machine and Human Learning in a Planning Task of Intermediate Complexity

  Zheng, Z., Lin, X., Topping, J. & Ma, W. J., 2022, p. 3601-3607. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Human Learning 100%
  • Function Value 100%
  • Deep Reinforcement Learning 100%
  • Playing Strength 100%
  • Learning Agent 100%

• Creativity, Compositionality, and Common Sense in Human Goal Generation

  Davidson, G., Gureckis, T. M. & Lake, B. M., 2022, p. 3369-3375. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Goal Generation 100%
  • Human Goals 100%
  • Common Sense 100%
  • Program Representation 50%
  • Intrinsic Motivation 50%

• Dictionary-Assisted Supervised Contrastive Learning

  Wu, P. Y., Bonneau, R., Tucker, J. A. & Nagler, J., 2022, p. 10217-10235. 19 p.

  Research output: Contribution to conference › Paper › peer-review

  • Contrastive Learning 100%
  • Simplified Text 40%
  • Specialised Dictionaries 40%
  • Language Modeling 33%
  • Abstract Concept 33%

• Distinct Developmental Trajectories In The Cognitive Components Of Complex Planning

  Ma, I., Phaneuf, C., van Opheusden, B., Ma, W. J. & Hartley, C., 2022, p. 1131-1137. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Developmental trajectories 100%
  • Heuristic Quality 50%
  • Heuristic Strategy 25%

• DIVISIVE FEATURE NORMALIZATION IMPROVES IMAGE RECOGNITION PERFORMANCE IN ALEXNET

  Miller, M., Chung, S. Y. & Miller, K. D., 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Receptive Field 100%
  • Recognition Performance 100%
  • Feature Normalization 100%
  • Manifold 100%
  • Image Recognition 100%

• Improving a model of human planning via large-scale data and deep neural networks

  Kuperwajs, I., Schütt, H. & Ma, W. J., 2022, p. 1190-1196. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Deep Neural Network 100%
  • Neural Network 100%
  • Decision Making 100%
  • Tasks 33%
  • Ceilings 33%

• Improving Systematic Generalization Through Modularity and Augmentation

  Ruis, L. & Lake, B. M., 2022, p. 1787-1795. 9 p.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Human Learning 25%
  • Data Augmentation 25%
  • Language Learning 25%
  • Cognitive Process 25%

• Leveraging Psychometrics of Rational Inattention to Estimate Individual Differences in the Capacity for Cognitive Control

  Ham, H., Daw, N., Grahek, I., Caplin, A., Bustamante, L. A. & Musslick, S., 2022, p. 2222-2229. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Cognitive Control 100%
  • Rational Inattention 100%
  • Psychometrics 100%
  • Individual Differences 100%
  • Cognitive Psychology 40%

• LSTMs Can Learn Basic Wh- and Relative Clause Dependencies in Norwegian

  Kobzeva, A., Arehalli, S., Linzen, T. & Kush, D., 2022, p. 2974-2980. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Short-Term Memory 100%
  • Neural Network 100%
  • Relative Clause 100%
  • Network Model 50%
  • Syntactic Position 16%

• Name that state: How language affects human reinforcement learning

  Radulescu, A., Vong, W. K. & Gureckis, T. M., 2022, p. 3564-3570. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Reinforcement Learning 100%
  • Artificial Intelligence 100%
  • Condition-dependent 50%
  • Environment Influence 50%
  • Specific Parameters 50%

• Rule discovery performance unchanged by incentives

  Osborn Popp, P. J., Newell, B. R., Bartels, D. M. & Gureckis, T. M., 2022, p. 840-846. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Performance Task 100%
  • Cognitive Process 100%
  • Reaction Time 100%
  • Financial Incentive 100%
  • Behavior (Neuroscience) 100%

• SocioProbe: What, When, and Where Language Models Learn about Sociodemographics

  Lauscher, A., Bianchi, F., Bowman, S. & Hovy, D., 2022, p. 7901-7918. 18 p.

  Research output: Contribution to conference › Paper › peer-review

  • Language Modeling 100%
  • Pre-Trained Language Models 100%
  • Training Data 33%
  • Minimum Description Length 16%
  • Language Understanding 16%

• SQuALITY: Building a Long-Document Summarization Dataset the Hard Way

  Wang, A., Pang, R. Y., Chen, A., Phang, J. & Bowman, S. R., 2022, p. 1139-1156. 18 p.

  Research output: Contribution to conference › Paper › peer-review

  • Evaluation Metric 100%
  • Straightforward Approach 100%
  • Summarization System 100%
  • Long Document Summarization 100%
  • Technical Domain 50%

• Teasing apart models of pragmatics using optimal reference game design

  Zhou, I., Hu, J., Levy, R. P. & Zaslavsky, N., 2022, p. 1168-1175. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Game Design 100%
  • rate-distortion theory 100%
  • Optimal References 100%
  • Speech acts 100%
  • Teasing 100%

• THE MULTIBERTS: BERT REPRODUCTIONS FOR ROBUSTNESS ANALYSIS

  Sellam, T., Yadlowsky, S., Tenney, I., Wei, J., Saphra, N., D'Amour, A., Linzen, T., Bastings, J., Turc, I., Eisenstein, J., Das, D. & Pavlick, E., 2022.

  Research output: Contribution to conference › Paper › peer-review

  • Training Data 100%
  • Bootstrapping 100%
  • Bidirectional Encoder Representations From Transformers 100%
  • Dynamics 100%
  • Gender Bias 100%

• Where Questions Come From: Reusing Old Questions in New Situations

  Liquin, E. G. & Gureckis, T. M., 2022, p. 1160-1167. 8 p.

  Research output: Contribution to conference › Paper › peer-review

  • Question Answering 100%
  • Informational Value 100%
  • Empirical 100%
  • Large Space 50%
  • Decision Problems 50%

• Young children's drawings and descriptions of layouts and objects

  Bochynska, A. & Dillon, M. R., 2022, p. 3691-3695. 5 p.

  Research output: Contribution to conference › Paper › peer-review

  • Layout Information 100%
  • Toddlers 100%
  • Directing 50%
  • Communicative Tasks 33%
  • Child Inclusion 33%
• 2021

  Can losses help attenuate learning traps?

  Li, A. X., Gureckis, T. & Hayes, B. K., 2021, p. 1201-1207. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Can Loss 100%
  • Decision Making 100%
  • Outcome Valence 25%

• Competition from novel features drives scalar inferences in reference games

  Hu, J., Zaslavsky, N. & Levy, R. P., 2021, p. 2929-2935. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Reference Games 100%
  • Scalar implicature 100%
  • Pragmatic Inference 16%

• Connecting perceptual and procedural abstractions in physical assembly

  McCarthy, W., Mattar, M., Kirsh, D. & Fan, J., 2021, p. 2121-2127. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Assembly Experiment 100%
  • Procedural Abstraction 100%
  • Human Cognition 100%
  • Human Behavior 100%

• Examining Infant Relation Categorization Through Deep Neural Networks

  Davidson, G. & Lake, B. M., 2021, p. 258-264. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Deep Neural Network 100%
  • Neural Network 100%
  • Specific Object 50%
  • Modern Architecture 50%
  • Learning Model 50%

• Extending rational models of communication from beliefs to actions

  Sumers, T. R., Hawkins, R. D., Ho, M. K. & Griffiths, T. L., 2021, p. 63-69. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Computational Modeling 100%
  • Rational Model 100%
  • Decision Problem 100%
  • Relative Value 100%
  • Lewis Signaling Game 100%

• Fast and flexible: Human program induction in abstract reasoning tasks

  Johnson, A., Vong, W. K., Lake, B. M. & Gureckis, T. M., 2021, p. 2471-2477. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Artificial Intelligence 100%
  • Reasoning Task 100%
  • Human Intelligence 100%
  • Behavioral Study 50%
  • Action Sequence 50%

• Flexible Compositional Learning of Structured Visual Concepts

  Zhou, Y. & Lake, B. M., 2021, p. 1146-1152. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Popular 100%
  • Relational 100%
  • Visual world 100%
  • Computervision 100%
  • Relational Structure 100%

• Information sampling for contingency planning

  Ma, I., Ma, W. J. & Gureckis, T., 2021, p. 1000-1006. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Path Finding Problem 100%
  • Shortest Path Search 100%
  • Bridge Closure 100%
  • Myopic Strategy 100%

• LEARNING TASK-GENERAL REPRESENTATIONS WITH GENERATIVE NEURO-SYMBOLIC MODELING

  Feinman, R. & Lake, B. M., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Conceptual Representation 100%
  • Generative Model 50%
  • Neural Network 50%
  • Simplifying Assumption 50%
  • Control Flow 50%

• Let’s talk (efficiently) about us: Person systems achieve near-optimal compression

  Zaslavsky, N., Maldonado, M. & Culbertson, J., 2021, p. 938-944. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Theoretic Framework 100%
  • Linguistic Theory 100%
  • Pronoun 100%
  • Typological Generalizations 33%
  • Speaker Representation 33%

• Model-based foraging using latent-cause inference

  Harhen, N. C., Hartley, C. A. & Bornstein, A. M., 2021, p. 2561-2567. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Decision Making 100%
  • Spatiotemporal Regularity 50%
  • Patch-leaving Decisions 50%
  • Temporal Regularity 50%
  • Decision Strategy 50%

• Modeling artificial category learning from pixels: Revisiting Shepard, Hovland, and Jenkins (1961) with deep neural networks

  Tartaglini, A. R., Vong, W. K. & Lake, B. M., 2021, p. 2464-2470. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Alcove 100%
  • Exemplar Models 25%
  • Learning Model 14%
  • Network Model 14%

• Modeling Question Asking Using Neural Program Generation

  Wang, Z. & Lake, B. M., 2021, p. 2595-2601. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Question Answering 100%
  • Program Generation 100%
  • Information Search 100%
  • Artificial Intelligence 100%
  • Reinforcement Learning 100%

• ON THE GEOMETRY OF GENERALIZATION AND MEMORIZATION IN DEEP NEURAL NETWORKS

  Stephenson, C., Padhy, S., Ganesh, A., Hui, Y., Tang, H. & Chung, S. Y., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Deep Neural Network 100%
  • Memorization 100%
  • Manifold 100%
  • Generalization Performance 100%
  • Neural Network 100%

• Planning to plan: a Bayesian model for optimizing the depth of decision tree search

  Kuperwajs, I. & Ma, W. J., 2021, p. 91-97. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Metacognitive Process 100%
  • Planning Depth 50%
  • Normative Framework 50%

• PREDICTING INDUCTIVE BIASES OF PRE-TRAINED MODELS

  Lovering, C., Jha, R., Linzen, T. & Pavlick, E., 2021.

  Research output: Contribution to conference › Paper › peer-review

  • Probing Classifiers 100%
  • Extractability 100%
  • Naturalistic Data 100%
  • Neural Network 100%
  • Decision Model 100%

• Specialization and selective social attention establishes the balance between individual and social learning

  Wu, C. M., Ho, M. K., Kahl, B., Leuker, C., Meder, B. & Kurvers, R. H. J. M., 2021, p. 1921-1927. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Social Learning Environment 100%
  • Foraging Patterns 100%
  • Foraging Experiment 100%
  • Social Imitation 100%
  • Collective Foraging 100%

• Testing a Process Model of Causal Reasoning With Inhibitory Causal Links

  Rehder, B. & Davis, Z. J., 2021, p. 653-659. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Process Model 100%
  • Causal Judgment 100%
  • Markov Violations 100%
  • Rational Process Models 50%

• Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners

  Chuang, Y. S., Zhang, X., Ma, Y., Ho, M. K., Austerweil, J. L. & Zhu, X., 2021, p. 1159-1165. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Machine Teaching 100%
  • Theory of Mind 100%
  • Optimal Teaching 33%
  • Teaching Efficiency 33%

• Variability in Causal Judgments

  Kolvoort, I., Davis, Z. J., Van Maanen, L. & Rehder, B., 2021, p. 1250-1256. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Causal Judgment 100%
  • Behavior (Neuroscience) 25%
  • Cognitive Process 25%
  • Between-person Variability 25%

• Visual scoping operations for physical assembly

  Binder, F., Mattar, M., Kirsh, D. & Fan, J., 2021, p. 889-895. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Subgoals 100%
  • Physical Assembly 100%
  • Computational Cost 100%
  • Task Performance 100%
  • Cognitive Resource 100%
• 2020

  Ask or Tell: Balancing questions and instructions in intuitive teaching

  Osborn Popp, P. J. & Gureckis, T. M., 2020, p. 1229-1235. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Decision Process 100%
  • Intuitive Teaching 100%
  • Social Activity 100%
  • Social Behavior 50%
  • Coloureds 50%

• Can neural networks acquire a structural bias from raw linguistic data?

  Warstadt, A. & Bowman, S. R., 2020, p. 1737-1743. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Reflexive Binding 50%
  • NPI Licensing 50%
  • Linguistic Universals 50%
  • Subject Inversion 50%

• From Efficient Coding to Information Gain: Information-Theoretic Principles in Models of Human Decision Making

  Akrenius, M., Maloney, L. T. & Nelson, J. D., 2020, p. 9-10. 2 p.

  Research output: Contribution to conference › Paper › peer-review

• Generating new concepts with hybrid neuro-symbolic models

  Feinman, R. & Lake, B. M., 2020, p. 2315-2321. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Structured Concept 100%
  • Cognitive Scientist 100%
  • Neuro-symbolic 100%

• Investigating Simple Object Representations in Model-Free Deep Reinforcement Learning

  Davidson, G. & Lake, B. M., 2020, p. 2023-2029. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Deep Reinforcement Learning 100%
  • Object Representation 100%
  • Reinforcement Learning 100%
  • Frostbite 50%
  • Relative Contribution 25%

• Lexical Associations in a Native and Non-Native Language Affect Retrieval-Induced Forgetting

  Vlasceanu, M., Tachihara, K., Goldberg, A. & Coman, A., 2020, p. 1220-1226. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Forgotten Effects 100%
  • Systematicity 41%
  • Lexical Networks 25%
  • Secondary Language 25%

• Neural Language Models Capture Some, But Not All, Agreement Attraction Effects

  Arehalli, S. & Linzen, T., 2020, p. 370-376. 7 p.

  Research output: Contribution to conference › Paper › peer-review

  • Neural Network 100%
  • Language Production 100%
  • Sequence Processing 25%
  • Real-time Programming Languages 25%