Papers | Raja Marjieh

2025

What is a Number, That a Large Language Model May Know It?

Raja Marjieh, Veniamin Veselovsky, Thomas L. Griffiths, and 1 more author

arXiv preprint arXiv:2502.01540, 2025

@article{marjieh2025numberlargelanguagemodel,
  title = {What is a Number, That a Large Language Model May Know It?},
  author = {Marjieh, Raja and Veselovsky, Veniamin and Griffiths, Thomas L. and Sucholutsky, Ilia},
  year = {2025},
  journal = {arXiv preprint arXiv:2502.01540},
}

Learning Human-Aligned Representations with Contrastive Learning and Generative Similarity

Raja Marjieh, Sreejan Kumar, Declan Campbell, and 4 more authors

arXiv preprint arXiv:2405.19420, 2025

Bib HTML

@article{marjieh2025learninghumanalignedrepresentationscontrastive,
  title = {Learning Human-Aligned Representations with Contrastive Learning and Generative Similarity},
  author = {Marjieh, Raja and Kumar, Sreejan and Campbell, Declan and Zhang, Liyi and Bencomo, Gianluca and Snell, Jake and Griffiths, Thomas L.},
  year = {2025},
  journal = {arXiv preprint arXiv:2405.19420},
  url = {https://arxiv.org/abs/2405.19420},
}

2024

Large language models predict human sensory judgments across six modalities

Raja Marjieh, Ilia Sucholutsky, Pol Rijn, and 2 more authors

Scientific Reports, 2024

Bib HTML

@article{marjieh2024large,
  title = {Large language models predict human sensory judgments across six modalities},
  author = {Marjieh, Raja and Sucholutsky, Ilia and van Rijn, Pol and Jacoby, Nori and Griffiths, Thomas L},
  journal = {Scientific Reports},
  volume = {14},
  number = {1},
  pages = {21445},
  year = {2024},
  publisher = {Nature Publishing Group UK London},
  url = {https://www.nature.com/articles/s41598-024-72071-1},
}

GPT is an effective tool for multilingual psychological text analysis

Steve Rathje, Dan-Mircea Mirea, Ilia Sucholutsky, and 3 more authors

Proceedings of the National Academy of Sciences, 2024

Bib HTML

@article{rathje2024gpt,
  title = {GPT is an effective tool for multilingual psychological text analysis},
  author = {Rathje, Steve and Mirea, Dan-Mircea and Sucholutsky, Ilia and Marjieh, Raja and Robertson, Claire E and Van Bavel, Jay J},
  journal = {Proceedings of the National Academy of Sciences},
  volume = {121},
  number = {34},
  pages = {e2308950121},
  year = {2024},
  publisher = {National Academy of Sciences},
  url = {https://www.pnas.org/doi/abs/10.1073/pnas.2308950121},
}

Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People

Dun-Ming Huang, Pol Van Rijn, Ilia Sucholutsky, and 2 more authors

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Bib HTML

@article{huang2024characterizing,
  title = {Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People},
  author = {Huang, Dun-Ming and Van Rijn, Pol and Sucholutsky, Ilia and Marjieh, Raja and Jacoby, Nori},
  journal = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics},
  year = {2024},
  publisher = {Association for Computational Linguistics},
  url = {https://aclanthology.org/2024.acl-long.565.pdf},
}

Characterizing the Large-Scale Structure of Grounded Semantic Networks

Raja Marjieh, Pol Rijn, Ilia Sucholutsky, and 3 more authors

PsyArXiv, 2024

Bib HTML

@article{PPR:PPR831252,
  title = {Characterizing the Large-Scale Structure of Grounded Semantic Networks},
  author = {Marjieh, Raja and van Rijn, Pol and Sucholutsky, Ilia and Lee, Harin and Jacoby, Nori and Griffiths, Thomas},
  journal = {PsyArXiv},
  year = {2024},
  url = {https://doi.org/10.31234/osf.io/phte5},
}

The universal law of generalization holds for naturalistic stimuli.

Raja Marjieh, Nori Jacoby, Joshua C Peterson, and 1 more author

Journal of Experimental Psychology: General. Selected as Editor’s Choice , 2024

Bib HTML

@article{marjieh2024universal,
  title = {The universal law of generalization holds for naturalistic stimuli.},
  author = {Marjieh, Raja and Jacoby, Nori and Peterson, Joshua C and Griffiths, Thomas L},
  journal = {Journal of Experimental Psychology: General},
  volume = {153},
  number = {3},
  pages = {573},
  year = {2024},
  publisher = {American Psychological Association},
  url = {https://psycnet.apa.org/record/2024-56632-001},
}

Timbral effects on consonance disentangle psychoacoustic mechanisms and suggest perceptual origins for musical scales

Raja Marjieh, Peter MC Harrison, Harin Lee, and 2 more authors

Nature Communications. Listen to the experiments here , 2024

Bib HTML

@article{marjieh2024timbral,
  title = {Timbral effects on consonance disentangle psychoacoustic mechanisms and suggest perceptual origins for musical scales},
  author = {Marjieh, Raja and Harrison, Peter MC and Lee, Harin and Deligiannaki, Fotini and Jacoby, Nori},
  journal = {Nature Communications},
  volume = {15},
  number = {1},
  pages = {1482},
  year = {2024},
  publisher = {Nature Publishing Group UK London},
  url = {https://www.nature.com/articles/s41467-024-45812-z},
}

A Rational Analysis of the Speech-to-Song Illusion

Raja Marjieh, Pol Rijn, Ilia Sucholutsky, and 3 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

Bib HTML

@inproceedings{marjieh2024rational,
  title = {A Rational Analysis of the Speech-to-Song Illusion},
  author = {Marjieh, Raja and van Rijn, Pol and Sucholutsky, Ilia and Lee, Harin and Griffiths, Thomas L and Jacoby, Nori},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {46},
  year = {2024},
}

Task Allocation in Teams as a Multi-Armed Bandit

Raja Marjieh, Anand Gokhale, Francesco Bullo, and 1 more author

ACM Proceedings of Collective Intelligence (CI ’24), 2024

Bib HTML

@article{marjieh2024task,
  title = {Task Allocation in Teams as a Multi-Armed Bandit},
  author = {Marjieh, Raja and Gokhale, Anand and Bullo, Francesco and Griffiths, Thomas L},
  year = {2024},
  journal = {ACM Proceedings of Collective Intelligence (CI ’24)},
}

The Influence of Social Information and Presentation Interface on Aesthetic Evaluations

Yoko Urano, Raja Marjieh, Tom Griffiths, and 1 more author

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

Bib HTML

@inproceedings{urano2024influence,
  title = {The Influence of Social Information and Presentation Interface on Aesthetic Evaluations},
  author = {Urano, Yoko and Marjieh, Raja and Griffiths, Tom and Jacoby, Nori},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {46},
  year = {2024},
}

Reaching Consensus through Theory of Mind in Social Networks with Locally Distributed Interactions

Daphne Barretto, Raja Marjieh, and Tom Griffiths

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

Bib HTML

@inproceedings{barretto2024reaching,
  title = {Reaching Consensus through Theory of Mind in Social Networks with Locally Distributed Interactions},
  author = {Barretto, Daphne and Marjieh, Raja and Griffiths, Tom},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {46},
  year = {2024},
}

Comparing Abstraction in Humans and Machines Using Multimodal Serial Reproduction

Sreejan Kumar^*, Raja Marjieh^*, Byron Zhang, and 5 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

Bib HTML

@inproceedings{kumar2024comparing,
  title = {Comparing Abstraction in Humans and Machines Using Multimodal Serial Reproduction},
  author = {Kumar, Sreejan and Marjieh, Raja and Zhang, Byron and Campbell, Declan and Hu, Michael Y and Bhatt, Umang and Lake, Brenden and Griffiths, Tom},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {46},
  year = {2024},
}

Estimating Subjective Probability Distributions

Thomas L Griffiths, Adam N Sanborn, Raja Marjieh, and 3 more authors

In Bayesian Models of Cognition: Reverse Engineering the Mind, 2024

Bib HTML

@incollection{warwick180242,
  year = {2024},
  editor = {Griffiths, T. L. and Chater, Nick and Tenenbaum, Joshua B.},
  address = {Boston, MA},
  publisher = {MIT Press},
  title = {Estimating Subjective Probability Distributions},
  booktitle = {Bayesian Models of Cognition: Reverse Engineering the Mind},
  author = {Griffiths, Thomas L and Sanborn, Adam N and Marjieh, Raja and Langlois, Thomas and Xu, Jing and Jacoby, Nori},
}

Studying the Effect of Globalization on Color Perception using Multilingual Online Recruitment and Large Language Models

Jakob Pete Niedermann, Ilia Sucholutsky, Raja Marjieh, and 4 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2024

Bib HTML

@inproceedings{niedermann2024studying,
  title = {Studying the Effect of Globalization on Color Perception using Multilingual Online Recruitment and Large Language Models},
  author = {Niedermann, Jakob Pete and Sucholutsky, Ilia and Marjieh, Raja and Celen, Elif and Griffiths, Tom and Jacoby, Nori and van Rijn, Pol},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {46},
  year = {2024},
}

MacGyver: Are Large Language Models Creative Problem Solvers?

Yufei Tian, Abhilasha Ravichander, Lianhui Qin, and 6 more authors

In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Bib HTML

@inproceedings{tian-etal-2024-macgyver,
  title = {{M}ac{G}yver: Are Large Language Models Creative Problem Solvers?},
  author = {Tian, Yufei and Ravichander, Abhilasha and Qin, Lianhui and Le Bras, Ronan and Marjieh, Raja and Peng, Nanyun and Choi, Yejin and Griffiths, Thomas and Brahman, Faeze},
  booktitle = {Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)},
  year = {2024},
  publisher = {Association for Computational Linguistics},
}

Pitch is Not a Helix: Probing the Structure of Musical Pitch Across Tasks and Experience

Raja Marjieh, Thomas L. Griffiths, and Nori Jacoby

bioRxiv, 2024

Bib HTML

@article{marjieh2023pitch,
  author = {Marjieh, Raja and Griffiths, Thomas L. and Jacoby, Nori},
  title = {Pitch is Not a Helix: Probing the Structure of Musical Pitch Across Tasks and Experience},
  year = {2024},
  publisher = {Cold Spring Harbor Laboratory},
  journal = {bioRxiv},
}

2023

Improving interpersonal communication by simulating audiences with language models

Ryan Liu, Howard Yen, Raja Marjieh, and 2 more authors

arXiv preprint arXiv:2311.00687, 2023

Bib HTML

@article{liu2023improving,
  title = {Improving interpersonal communication by simulating audiences with language models},
  author = {Liu, Ryan and Yen, Howard and Marjieh, Raja and Griffiths, Thomas L and Krishna, Ranjay},
  journal = {arXiv preprint arXiv:2311.00687},
  year = {2023},
}

Getting aligned on representational alignment

Ilia Sucholutsky, Lukas Muttenthaler, Adrian Weller, and 8 more authors

arXiv preprint arXiv:2310.13018, 2023

Bib HTML

@article{sucholutsky2023getting,
  title = {Getting aligned on representational alignment},
  author = {Sucholutsky, Ilia and Muttenthaler, Lukas and Weller, Adrian and Peng, Andi and Bobu, Andreea and Kim, Been and Love, Bradley C and Grant, Erin and Groen, Iris and Achterberg, Jascha and others},
  journal = {arXiv preprint arXiv:2310.13018},
  year = {2023},
}

On the informativeness of supervision signals

Ilia Sucholutsky, Ruairidh M Battleday, Katherine M Collins, and 7 more authors

In Uncertainty in Artificial Intelligence, 2023

Bib HTML

@inproceedings{sucholutsky2023informativeness,
  title = {On the informativeness of supervision signals},
  author = {Sucholutsky, Ilia and Battleday, Ruairidh M and Collins, Katherine M and Marjieh, Raja and Peterson, Joshua and Singh, Pulkit and Bhatt, Umang and Jacoby, Nori and Weller, Adrian and Griffiths, Thomas L},
  booktitle = {Uncertainty in Artificial Intelligence},
  pages = {2036--2046},
  year = {2023},
  organization = {PMLR},
}

Around the world in 60 words: A generative vocabulary test for online research

Pol Rijn, Yue Sun, Harin Lee, and 5 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2023

Bib HTML

@inproceedings{van2023around,
  title = {Around the world in 60 words: A generative vocabulary test for online research},
  author = {van Rijn, Pol and Sun, Yue and Lee, Harin and Marjieh, Raja and Sucholutsky, Ilia and Lanzarini, Francesca and Andr{\'e}, Elisabeth and Jacoby, Nori},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {45},
  year = {2023},
}

Analyzing Diffusion as Serial Reproduction

Raja Marjieh, Ilia Sucholutsky, Thomas A Langlois, and 2 more authors

In Proceedings of the 40th International Conference on Machine Learning, 2023

Bib HTML

@inproceedings{pmlr-v202-marjieh23a,
  title = {Analyzing Diffusion as Serial Reproduction},
  author = {Marjieh, Raja and Sucholutsky, Ilia and Langlois, Thomas A and Jacoby, Nori and Griffiths, Thomas L.},
  booktitle = {Proceedings of the 40th International Conference on Machine Learning},
  pages = {24005--24019},
  year = {2023},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}

What language reveals about perception: Distilling psychophysical knowledge from large language models

Raja Marjieh, Ilia Sucholutsky, Pol Rijn, and 2 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2023

Bib HTML

@inproceedings{marjieh2023language,
  title = {What language reveals about perception: Distilling psychophysical knowledge from large language models},
  author = {Marjieh, Raja and Sucholutsky, Ilia and van Rijn, Pol and Jacoby, Nori and Griffiths, Tom},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {45},
  year = {2023},
}

Words are all you need? Language as an approximation for human similarity judgments

Raja Marjieh, Pol Van Rijn, Ilia Sucholutsky, and 4 more authors

In The Eleventh International Conference on Learning Representations, 2023

Bib HTML

@inproceedings{marjieh2023words,
  title = {Words are all you need? Language as an approximation for human similarity judgments},
  author = {Marjieh, Raja and Rijn, Pol Van and Sucholutsky, Ilia and Sumers, Theodore and Lee, Harin and Griffiths, Thomas L. and Jacoby, Nori},
  booktitle = {The Eleventh International Conference on Learning Representations},
  year = {2023},
}

2022

Using natural language and program abstractions to instill human inductive biases in machines

Sreejan Kumar, Carlos G Correa, Ishita Dasgupta, and 7 more authors

Advances in Neural Information Processing Systems. Outstanding Paper Award , 2022

Bib HTML

@article{kumar2022using,
  title = {Using natural language and program abstractions to instill human inductive biases in machines},
  author = {Kumar, Sreejan and Correa, Carlos G and Dasgupta, Ishita and Marjieh, Raja and Hu, Michael Y and Hawkins, Robert and Cohen, Jonathan D and Narasimhan, Karthik and Griffiths, Tom and others},
  journal = {Advances in Neural Information Processing Systems},
  volume = {35},
  pages = {167--180},
  year = {2022},
}

PRL

Black Hole Supertranslations and Hydrodynamic Enstrophy

Raja Marjieh, Natalia Pinzani-Fokeeva, Bar Tavor, and 1 more author

Phys. Rev. Lett., 2022

Bib HTML

@article{PhysRevLett.128.241602,
  title = {Black Hole Supertranslations and Hydrodynamic Enstrophy},
  author = {Marjieh, Raja and Pinzani-Fokeeva, Natalia and Tavor, Bar and Yarom, Amos},
  journal = {Phys. Rev. Lett.},
  volume = {128},
  issue = {24},
  pages = {241602},
  numpages = {6},
  year = {2022},
  publisher = {American Physical Society},
}

SciPost Phys

Enstrophy from Symmetry

Raja Marjieh, Natalia Pinzani-Fokeeva, and Amos Yarom

SciPost Physics, 2022

Bib HTML

@article{marjieh2022enstrophy,
  title = {Enstrophy from Symmetry},
  author = {Marjieh, Raja and Pinzani-Fokeeva, Natalia and Yarom, Amos},
  journal = {SciPost Physics},
  volume = {12},
  number = {3},
  pages = {085},
  year = {2022},
}

Predicting Human Similarity Judgments Using Large Language Models

Raja Marjieh, Ilia Sucholutsky, Theodore R Sumers, and 2 more authors

In Proceedings of the Annual Meeting of the Cognitive Science Society, 2022

Bib HTML

@inproceedings{marjieh2022predicting,
  title = {Predicting Human Similarity Judgments Using Large Language Models},
  author = {Marjieh, Raja and Sucholutsky, Ilia and Sumers, Theodore R and Jacoby, Nori and Griffiths, Thomas L},
  booktitle = {Proceedings of the Annual Meeting of the Cognitive Science Society},
  volume = {44},
  year = {2022},
}

2020

Gibbs Sampling with People

Peter Harrison^*, Raja Marjieh^*, Federico Adolfi, and 5 more authors

In Advances in Neural Information Processing Systems. Oral Presentation , 2020

Bib HTML

@inproceedings{NEURIPS2020_7880d722,
  author = {Harrison, Peter and Marjieh, Raja and Adolfi, Federico and van Rijn, Pol and Anglada-Tort, Manuel and Tchernichovski, Ofer and Larrouy-Maestri, Pauline and Jacoby, Nori},
  booktitle = {Advances in Neural Information Processing Systems},
  title = {Gibbs Sampling with People},
  volume = {33},
  year = {2020},
}

2019

JHEP

An entropy current in superspace

Kristan Jensen, Raja Marjieh, Natalia Pinzani-Fokeeva, and 1 more author

Journal of High Energy Physics, 2019

Bib HTML

@article{jensen2019entropy,
  title = {An entropy current in superspace},
  author = {Jensen, Kristan and Marjieh, Raja and Pinzani-Fokeeva, Natalia and Yarom, Amos},
  journal = {Journal of High Energy Physics},
  volume = {2019},
  number = {1},
  pages = {1--21},
  year = {2019},
  publisher = {Springer},
}

2018

SciPost Phys

A panoply of Schwinger-Keldysh transport

Kristan Jensen, Raja Marjieh, Natalia Pinzani-Fokeeva, and 1 more author

SciPost Physics, 2018

Bib HTML

@article{jensen2018panoply,
  title = {A panoply of Schwinger-Keldysh transport},
  author = {Jensen, Kristan and Marjieh, Raja and Pinzani-Fokeeva, Natalia and Yarom, Amos},
  journal = {SciPost Physics},
  volume = {5},
  number = {5},
  pages = {053},
  year = {2018},
}

2017

APL

Linear-optical access to topological insulator surface states

Dmitry Panna, Raja Marjieh, Evyatar Sabag, and 4 more authors

Applied Physics Letters, 2017

Bib HTML

@article{panna2017linear,
  title = {Linear-optical access to topological insulator surface states},
  author = {Panna, Dmitry and Marjieh, Raja and Sabag, Evyatar and Rybak, Leonid and Ribak, Amit and Kanigel, Amit and Hayat, Alex},
  journal = {Applied Physics Letters},
  volume = {110},
  number = {21},
  year = {2017},
  publisher = {AIP Publishing},
}

PRB

Photonic Bell-state analysis based on semiconductor-superconductor structures

Evyatar Sabag, Shlomi Bouscher, Raja Marjieh, and 1 more author

Physical Review B, 2017

Bib HTML

@article{sabag2017photonic,
  title = {Photonic Bell-state analysis based on semiconductor-superconductor structures},
  author = {Sabag, Evyatar and Bouscher, Shlomi and Marjieh, Raja and Hayat, Alex},
  journal = {Physical Review B},
  volume = {95},
  number = {9},
  pages = {094503},
  year = {2017},
  publisher = {APS},
}

2016

EPL

Extreme multiphoton luminescence in GaAs

Evyatar Sabag, Raja Marjieh, and Alex Hayat

Europhysics Letters, 2016

Bib HTML

@article{sabag2016extreme,
  title = {Extreme multiphoton luminescence in GaAs},
  author = {Sabag, Evyatar and Marjieh, Raja and Hayat, Alex},
  journal = {Europhysics Letters},
  volume = {115},
  number = {5},
  pages = {57006},
  year = {2016},
  publisher = {IOP Publishing},
}

NJP

Light amplification in semiconductor-superconductor structures

Raja Marjieh, Evyatar Sabag, and Alex Hayat

New Journal of Physics. Highlighted in Nature Photonics , 2016

Bib HTML

@article{marjieh2016light,
  title = {Light amplification in semiconductor-superconductor structures},
  author = {Marjieh, Raja and Sabag, Evyatar and Hayat, Alex},
  journal = {New Journal of Physics},
  volume = {18},
  number = {2},
  pages = {023019},
  year = {2016},
  publisher = {IOP Publishing},
}