World's Best Scientists 2026 revealed!

D-Index & Metrics

Social Sciences and Humanities

D-Index
44
Citations
14252
World Ranking
4010
National Ranking
1911

Overview

Gary F. Marcus is affiliated with New York University in the United States. Their research predominantly falls within the field of Computer Science, with a significant focus on Artificial Intelligence. Other notable subfields of study include Developmental and Educational Psychology, Cognitive Neuroscience, Computational Theory and Mathematics, and Computer Vision and Pattern Recognition.

The main topics covered in Gary F. Marcus's work include Natural Language Processing Techniques, Topic Modeling, Child and Animal Learning Development, Language Development and Disorders, Cognitive Science and Mapping, Bayesian Modeling and Causal Inference, and AI-based Problem Solving and Planning.

Gary F. Marcus has contributed to numerous publications. Key recent papers are:

  • The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence, 2020, arXiv (Cornell University)
  • A very preliminary analysis of DALL-E 2, 2022, arXiv (Cornell University)
  • The defeat of the Winograd Schema Challenge, 2023, Artificial Intelligence
  • DALL·E 2 fails to reliably capture common syntactic processes, 2023, Social Sciences & Humanities Open
  • Testing AI on language comprehension tasks reveals insensitivity to underlying meaning, 2024, Scientific Reports

Frequent co-authors collaborating with Gary F. Marcus include Ernest Davis, Elliot Murphy, Evelina Leivada, Vid Kocijan, and Thomas Lukasiewicz.

The scientist has multiple publications in notable venues, particularly arXiv (Cornell University) with 11 papers. Other frequent publication outlets include Communications of the ACM, Academy of Management Proceedings, Scientific Reports, and Artificial Intelligence.

Best Publications

  • Rule Learning by Seven-Month-Old Infants

    G. F. Marcus;S. Vijayan;S. Bandi Rao;P. M. Vishton

  • Overregularization in Language Acquisition

    Marcus Gf;Pinker S;Ullman M;Hollander M

  • German inflection: The exception that proves the rule

    Gary F. Marcus;Ursula Brinkmann;Harald Clahsen;Richard Wiese

  • The Algebraic Mind: Integrating Connectionism and Cognitive Science

    Gary F. Marcus

  • Deep Learning: A Critical Appraisal

    Gary Marcus

  • Rebooting AI: Building Artificial Intelligence We Can Trust

    Gary F. Marcus;Ernest Davis

  • Negative evidence in language acquisition

    Gary F. Marcus

  • Commonsense reasoning and commonsense knowledge in artificial intelligence

    Ernest Davis;Gary Marcus

  • The eloquent ape: genes, brains and the evolution of language.

    Simon E Fisher;Gary F. Marcus

  • Rethinking Eliminative Connectionism

    Gary F. Marcus

  • Regular and irregular inflection in the acquisition of German noun plurals

    Harald Clahsen;Monika Rothweiler;Andreas Woest;Gary F. Marcus

  • FOXP2 in focus: what can genes tell us about speech and language?

    Gary F. Marcus;Simon E. Fisher

  • The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence.

    Gary Marcus

  • The Birth of the Mind: How a Tiny Number of Genes Creates The Complexities of Human Thought

    Gary F. Marcus

  • Infant Rule Learning Facilitated by Speech

    Gary F. Marcus;Keith J. Fernandes;Scott P. Johnson

  • How Robust Are Probabilistic Models of Higher-Level Cognition?

    Gary F. Marcus;Ernest Davis

  • Stepwise acquisition of vocal combinatorial capacity in songbirds and human infants

    Dina Lipkind;Gary F. Marcus;Douglas K. Bemis;Kazutoshi Sasahara

  • The topographic brain: from neural connectivity to cognition

    Jean Philippe Thivierge;Gary F. Marcus

  • Kluge: The Haphazard Construction of the Human Mind

    Gary F. Marcus

  • Sensitivity of children's inflection to grammatical structure

    John J. Kim;Gary F. Marcus;Steven Pinker;Michelle Hollander

  • The Neurobiology of Language

    David Poeppel;Gary Marcus;Jeremy Freeman

Frequent Co-Authors

Scott P. Johnson
Scott P. Johnson University of California, Los Angeles
Harald Clahsen
Harald Clahsen University of Potsdam
David Poeppel
David Poeppel New York University
Simon E. Fisher
Simon E. Fisher Max Planck Society
Steven Pinker
Steven Pinker Harvard University
Liina Pylkkänen
Liina Pylkkänen New York University Abu Dhabi
Christof Koch
Christof Koch Allen Institute for Brain Science
Michael C. Frank
Michael C. Frank Stanford University
Richard H. R. Hahnloser
Richard H. R. Hahnloser University of Zurich
Jan M. Rabaey
Jan M. Rabaey University of California, Berkeley

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