Marcel Binz

Most-cited papers

Using cognitive psychology to understand GPT-3
Marcel Binz, Eric Schulz
2022Proceedings of the National Academy of Sciences of the United States of America862 citations Open access
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A foundation model to predict and capture human cognition
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle +36 more
2025Nature258 citations Open access
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Turning large language models into cognitive models
Marcel Binz, Eric Schulz
2023International Conference on Learning Representations117 citations Open access
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How should the advancement of large language models affect the practice of science?
Marcel Binz, S. Alaniz, Adina L. Roskies, B. Aczél +14 more
2025Proceedings of the National Academy of Sciences of the United States of America108 citations Open access
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A tutorial on open-source large language models for behavioral science
Zak Hussain, Marcel Binz, Ma-Ta Rui, Dirk U. Wulff
2024Behavior Research Methods97 citations Open access
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CogBench: a large language model walks into a psychology lab
Julian Coda-Forno, Marcel Binz, Jane X. Wang, Eric Schulz
2024International Conference on Machine Learning88 citations
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Meta-in-context learning in large language models
Julian Coda-Forno, Marcel Binz, Zeynep Akata, M. Botvinick +2 more
2023Neural Information Processing Systems81 citations Open access
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Inducing anxiety in large language models increases exploration and bias
Julian Coda-Forno, Kristin Witte, A. K. Jagadish, Marcel Binz +2 more
2023arXiv.org77 citations Open access
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Tracking attosecond electronic coherences using phase-manipulated extreme ultraviolet pulses
A. Wituschek, L. Bruder, E. Allaria, U. Bangert +31 more
2019Nature Communications62 citations Open access
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Centaur: a foundation model of human cognition
Marcel Binz, Elif Akata, Matthias Bethge, Franziska Brändle +37 more
2024arXiv.org60 citations
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Coherent multidimensional spectroscopy of dilute gas-phase nanosystems
L. Bruder, U. Bangert, Marcel Binz, D. Uhl +4 more
2018Nature Communications51 citations Open access
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Meta-learned models of cognition
Marcel Binz, Ishita Dasgupta, A. K. Jagadish, Matthew M. Botvinick +2 more
2023Behavioral and Brain Sciences47 citations Open access
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Heuristics from bounded meta-learned inference.
Marcel Binz, S. Gershman, Eric Schulz, Dominik M. Endres
2020Psychology Review45 citations Open access
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Efficient isolation of multiphoton processes and detection of collective resonances in dilute samples
L. Bruder, Marcel Binz, F. Stienkemeier
201536 citations Open access
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Delocalized excitons and interaction effects in extremely dilute thermal ensembles
L. Bruder, A. Eisfeld, U. Bangert, Marcel Binz +5 more
2018Physical Chemistry, Chemical Physics - PCCP27 citations Open access
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Coherent multidimensional spectroscopy in the gas phase
L. Bruder, U. Bangert, Marcel Binz, D. Uhl +1 more
2019Journal of Physics B: Atomic, Molecular and Optical Physics24 citations Open access
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Machine Psychology
Thilo Hagendorff, Ishita Dasgupta, Marcel Binz, S. Chan +4 more
202323 citations
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Modeling Human Exploration Through Resource-Rational Reinforcement Learning
Marcel Binz, Eric Schulz
2022Neural Information Processing Systems23 citations Open access
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Inducing anxiety in large language models can induce bias
Julian Coda-Forno, Kristin Witte, A. K. Jagadish, Marcel Binz +2 more
202322 citations
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In-context learning agents are asymmetric belief updaters
Johannes A. Schubert, A. K. Jagadish, Marcel Binz, Eric Schulz
2024International Conference on Machine Learning19 citations
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Exploration beyond bandits
Franziska Brändle, Marcel Binz, E. Schulz
202119 citations
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Reinforcement Learning with Simple Sequence Priors
Tankred Saanum, N. Éltető, P. Dayan, Marcel Binz +1 more
2023Neural Information Processing Systems18 citations Open access
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Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
Can Demircan, Tankred Saanum, A. K. Jagadish, Marcel Binz +1 more
2024International Conference on Learning Representations17 citations
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How should the advent of large language models affect the practice of science?
Marcel Binz, S. Alaniz, Adina Roskies, B. Aczél +14 more
2023arXiv.org16 citations
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Unravelling the full relaxation dynamics of superexcited helium nanodroplets.
J. D. Asmussen, R. Michiels, K. Dulitz, A. Ngai +19 more
2021Physical Chemistry, Chemical Physics - PCCP13 citations Open access
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Effects of high pulse intensity and chirp in two-dimensional electronic spectroscopy of an atomic vapor.
Marcel Binz, L. Bruder, Lipeng Chen, M. Gelin +2 more
2020Optics Express12 citations Open access
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Evaluating alignment between humans and neural network representations in image-based learning tasks
Can Demircan, Tankred Saanum, Leonardo Pettini, Marcel Binz +4 more
202311 citations
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Time-Resolved Ultrafast Interatomic Coulombic Decay in Superexcited Sodium-Doped Helium Nanodroplets.
J. D. Asmussen, R. Michiels, U. Bangert, N. Sisourat +15 more
2022Journal of Physical Chemistry Letters9 citations Open access
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Phase-synchronous undersampling in nonlinear spectroscopy.
L. Bruder, Marcel Binz, F. Stienkemeier
2017Optics Letters9 citations Open access
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Post-training makes large language models less human-like
Marcel Binz, Elif Akata, Abdullah Almaatouq, Mohammed Alsobay +75 more
2026arXiv.org8 citations
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Reconstructing the Einstellung Effect
Marcel Binz, Eric Schulz
2021Computational Brain & Behavior8 citations Open access
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Improved stabilization scheme for extreme ultraviolet quantum interference experiments
D. Uhl, A. Wituschek, U. Bangert, Marcel Binz +17 more
2021Journal of Physics B: Atomic, Molecular and Optical Physics7 citations Open access
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Where Do Heuristics Come From?
Marcel Binz, Dominik M. Endres
2019Annual Meeting of the Cognitive Science Society7 citations
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Human-like Category Learning by Injecting Ecological Priors from Large Language Models into Neural Networks
A. K. Jagadish, Julian Coda-Forno, Mirko Thalmann, Eric Schulz +1 more
2024International Conference on Machine Learning6 citations
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Toward an automated science of the mind.
A. K. Jagadish, Milena Rmus, Kristin Witte, Marvin Mathony +2 more
2026Neuron5 citations Open access
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The Acquisition of Physical Knowledge in Generative Neural Networks
Luca M. Schulze Buschoff, Eric Schulz, Marcel Binz
2023International Conference on Machine Learning5 citations
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High-gain harmonic generation with temporally overlapping seed pulses and application to ultrafast spectroscopy.
A. Wituschek, L. Bruder, E. Allaria, U. Bangert +21 more
2020Optics Express5 citations Open access
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UC Merced Proceedings of the Annual Meeting of the Cognitive Science Society
Uc Merced, A. K. Jagadish, Ishita Dasgupta, Google DeepMind +1 more
4 citations
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Meta-learning ecological priors from large language models explains human learning and decision making
A. K. Jagadish, Mirko Thalmann, Julian Coda-Forno, Marcel Binz +1 more
2025arXiv.org3 citations
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A Rational Analysis of the Optimism Bias using Meta-Reinforcement Learning
Johannes A. Schubert, A. K. Jagadish, Marcel Binz, Eric Schulz
20232023 Conference on Cognitive Computational Neuroscience3 citations Open access
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Emulating Human Developmental Stages with Bayesian Neural Networks
Marcel Binz, Dominik M. Endres
2019Annual Meeting of the Cognitive Science Society3 citations
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metabeta - A fast neural model for Bayesian mixed-effects regression
Alex Kipnis, Marcel Binz, Eric Schulz
2025arXiv.org2 citations
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Higher cognition in large language models
Nicholas Ichien, Sudeep Bhatia, A. A. Ivanova, Taylor W. Webb +2 more
2024Annual Meeting of the Cognitive Science Society2 citations
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On the Applicability of Recurrent Neural Networks for Pattern Recognition in Electroencephalography Signals
Marcel Binz, S. Otte, A. Zell
20152 citations
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Automated scientific minimization of regret
Marcel Binz, A. K. Jagadish, Milena Rmus, Eric Schulz
2025arXiv.org1 citations
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Evaluating alignment between humans and neural network representations in image-based learning tasks
Can Demircan, Tankred Saanum, Leonardo Pettini, Marcel Binz +4 more
2024Neural Information Processing Systems1 citations
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Evaluating alignment between humans and neural network representations in image-based learning tasks
Blazej M. Baczkowski, Marcel Binz, Can Demircan, Christian F. Doeller +4 more
2024Advances in Neural Information Processing Systems 371 citations
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Ecologically rational meta-learned inference explains human category learning
A. K. Jagadish, Julian Coda-Forno, Mirko Thalmann, Eric Schulz +1 more
2024arXiv.org1 citations
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Exploration With a Finite Brain
Marcel Binz, Eric Schulz
2022arXiv.org1 citations Open access
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Decision-Making with Naturalistic Options
Can Demircan, Leonardo Pettini, Tankred Saanum, Marcel Binz +4 more
2022Annual Meeting of the Cognitive Science Society1 citations
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