Holyoak, Keith J.

Schema induction and analogical transfer

Gick, M. L., & Holyoak, K. J. (1983) · Cognitive Psychology

Visual and Cognitive Learning ProcessesLanguage, Metaphor, and Cognition

Cited by 3,010

Analogical problem solving

Gick, M. L., & Holyoak, K. J. (1980) · Cognitive Psychology

Language, Metaphor, and CognitionAI-based Problem Solving and Planning

Cited by 2,552

Induction: Processes of Inference, Learning, and Discovery

Holland, J. H., Holyoak, K. J., Nisbett, R. E., Thagard, P. R., & Smoliar, S. W. (1987) · IEEE Expert

AI-based Problem Solving and PlanningLogic, Reasoning, and Knowledge

Cited by 2,305

Pragmatic reasoning schemas

Cheng, P. W., & Holyoak, K. J. (1985) · Cognitive Psychology

Logic, Reasoning, and KnowledgeSyntax, Semantics, Linguistic Variation

Cited by 1,463

Darwin's mistake: Explaining the discontinuity between human and nonhuman minds

Penn, D. C., Holyoak, K. J., & Povinelli, D. J. (2008) · Behavioral and Brain Sciences

Primate Behavior and EcologyChild and Animal Learning Development

Cited by 1,174

A symbolic-connectionist theory of relational inference and generalization.

Hummel, J. E., & Holyoak, K. J. (2003) · Psychological Review

Cognitive Science and Education ResearchNeural Networks and Applications

Cited by 567

A system for relational reasoning in human prefrontal cortex

Waltz, J. A., Knowlton, B. J., Holyoak, K. J., Boone, K. B., Mishkin, F. S., de Menezes Santos, M., Thomas, C. R., & Miller, B. L. (1999) · Psychological Science

Neural and Behavioral Psychology StudiesCognitive Abilities and Testing

Cited by 472

Emergent analogical reasoning in large language models

Webb, T., Holyoak, K. J., & Lu, H. (2023) · Nature Human Behaviour

Topic ModelingNatural Language Processing Techniques

Cited by 404

Analogy and Relational Reasoning

Holyoak, K. J. (2012) · The Oxford Handbook of Thinking and Reasoning

Language, Metaphor, and CognitionCategorization, perception, and language

Cited by 394

Development of Analogical Problem-Solving Skill

Holyoak, K. J., Junn, E. N., & Billman, D. O. (1984) · Child Development

Child and Animal Learning DevelopmentCognitive and developmental aspects of mathematical skills

Cited by 284

The Impact of Goal Specificity on Strategy Use and the Acquisition of Problem Structure

Vollmeyer, R., Burns, B. D., & Holyoak, K. J. (1996) · Cognitive Science

Visual and Cognitive Learning ProcessesAI-based Problem Solving and Planning

Cited by 224

Emergence of analogy from relation learning

Lu, H., Wu, Y. N., & Holyoak, K. J. (2019) · Proceedings of the National Academy of Sciences

Topic ModelingCategorization, perception, and language

Cited by 70

Probabilistic analogical mapping with semantic relation networks.

Lu, H., Ichien, N., & Holyoak, K. J. (2022) · Psychological Review

Language, Metaphor, and CognitionCategorization, perception, and language

Cited by 25

Zero-shot visual reasoning through probabilistic analogical mapping

Webb, T. W., Fu, S., Bihl, T., Holyoak, K. J., & Lu, H. (2022) · arXiv

Multimodal Machine Learning ApplicationsLogic, Reasoning, and Knowledge

Cited by 18

Evidence from counterfactual tasks supports emergent analogical reasoning in large language models

Webb, T. W., Holyoak, K. J., & Lu, H. (2025) · PNAS Nexus

Topic ModelingNatural Language Processing Techniques

Cited by 9