Gibbs Sampling with People. - Peter M. C. Harrison; Raja Marjieh; Federico Adolfi; Pol van Rijn; Manuel Anglada-Tort; Ofer Tchernichovski; Pauline Larrouy-Maestri; Nori Jacoby (NeurIPS, 2020)

Predicting Human Similarity Judgments Using Large Language Models. - Raja Marjieh; Ilia Sucholutsky; Theodore R. Sumers; Nori Jacoby; Tom Griffiths 001 (CogSci, 2022)

Using natural language and program abstractions to instill human inductive biases in machines. - Sreejan Kumar; Carlos G. Correa; Ishita Dasgupta 001; Raja Marjieh; Michael Y. Hu; Robert D. Hawkins; Jonathan D. Cohen 003; Nathaniel D. Daw; Karthik Narasimhan; Tom Griffiths 001 (NeurIPS, 2022)

Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning. - Sreejan Kumar; Ishita Dasgupta 001; Raja Marjieh; Nathaniel D. Daw; Jonathan D. Cohen 003; Thomas L. Griffiths 001 (CoRR, 2022)

Words are all you need? Capturing human sensory similarity with textual descriptors. - Raja Marjieh; Pol van Rijn; Ilia Sucholutsky; Theodore R. Sumers; Harin Lee; Thomas L. Griffiths 001; Nori Jacoby (CoRR, 2022)

On the Informativeness of Supervision Signals. - Ilia Sucholutsky; Raja Marjieh; Nori Jacoby; Thomas L. Griffiths 001 (CoRR, 2022)

What Language Reveals about Perception: Distilling Psychophysical Knowledge from Large Language Models. - Raja Marjieh; Ilia Sucholutsky; Pol van Rijn; Nori Jacoby; Tom Griffiths 001 (CogSci, 2023)

Around the world in 60 words: A generative vocabulary test for online research. - Pol van Rijn; Yue Sun; Harin Lee; Raja Marjieh; Ilia Sucholutsky; Francesca Lanzarini; Elisabeth André; Nori Jacoby (CogSci, 2023)

Words are all you need? Language as an approximation for human similarity judgments. - Raja Marjieh; Pol van Rijn; Ilia Sucholutsky; Theodore R. Sumers; Harin Lee; Thomas L. Griffiths 001; Nori Jacoby (ICLR, 2023)

Analyzing Diffusion as Serial Reproduction. - Raja Marjieh; Ilia Sucholutsky; Thomas A. Langlois; Nori Jacoby; Thomas L. Griffiths 001 (ICML, 2023)

On the informativeness of supervision signals. - Ilia Sucholutsky; Ruairidh M. Battleday; Katherine M. Collins; Raja Marjieh; Joshua C. Peterson; Pulkit Singh; Umang Bhatt; Nori Jacoby; Adrian Weller; Thomas L. Griffiths 001 (UAI, 2023)

The Universal Law of Generalization Holds for Naturalistic Stimuli. - Raja Marjieh; Nori Jacoby; Joshua C. Peterson; Thomas L. Griffiths 001 (CoRR, 2023)

Getting aligned on representational alignment. - Ilia Sucholutsky; Lukas Muttenthaler; Adrian Weller; Andi Peng; Andreea Bobu; Been Kim; Bradley C. Love; Erin Grant; Jascha Achterberg; Joshua B. Tenenbaum; Katherine M. Collins; Katherine L. Hermann; et al. (CoRR, 2023)

Improving Interpersonal Communication by Simulating Audiences with Language Models. - Ryan Liu 001; Howard Yen; Raja Marjieh; Thomas L. Griffiths 001; Ranjay Krishna (CoRR, 2023)

Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People. - Dun-Ming Huang; Pol van Rijn; Ilia Sucholutsky; Raja Marjieh; Nori Jacoby (ACL (1), 2024)

MacGyver: Are Large Language Models Creative Problem Solvers? - Yufei Tian; Abhilasha Ravichander; Lianhui Qin; Ronan Le Bras 001; Raja Marjieh; Nanyun Peng 001; Yejin Choi 001; Thomas L. Griffiths 001; Faeze Brahman (NAACL-HLT, 2024)

Comparing Abstraction in Humans and Large Language Models Using Multimodal Serial Reproduction. - Sreejan Kumar; Raja Marjieh; Byron Zhang; Declan Campbell; Michael Y. Hu; Umang Bhatt; Brenden M. Lake; Thomas L. Griffiths 001 (CoRR, 2024)

A Rational Analysis of the Speech-to-Song Illusion. - Raja Marjieh; Pol van Rijn; Ilia Sucholutsky; Harin Lee; Thomas L. Griffiths 001; Nori Jacoby (CoRR, 2024)

Using Contrastive Learning with Generative Similarity to Learn Spaces that Capture Human Inductive Biases. - Raja Marjieh; Sreejan Kumar; Declan Campbell; Liyi Zhang; Gianluca M. Bencomo; Jake Snell; Thomas L. Griffiths 001 (CoRR, 2024)

What is a Number, That a Large Language Model May Know It? - Raja Marjieh; Veniamin Veselovsky; Thomas L. Griffiths 001; Ilia Sucholutsky (CoRR, 2025)

Characterizing the Interaction of Cultural Evolution Mechanisms in Experimental Social Networks. - Raja Marjieh; Manuel Anglada-Tort; Thomas L. Griffiths 001; Nori Jacoby (CoRR, 2025)

Visual and Auditory Aesthetic Preferences Across Cultures. - Harin Lee; Eline Van Geert; Elif Celen; Raja Marjieh; Pol van Rijn; Minsu Park; Nori Jacoby (CoRR, 2025)

The Dynamics of Collective Creativity in Human-AI Social Networks. - Shota Shiiku; Raja Marjieh; Manuel Anglada-Tort; Nori Jacoby (CoRR, 2025)

Using the Tools of Cognitive Science to Understand Large Language Models at Different Levels of Analysis. - Alexander Ku; Declan Campbell; Xuechunzi Bai; Jiayi Geng; Ryan Liu 001; Raja Marjieh; R. Thomas McCoy; Andrew Nam; Ilia Sucholutsky; Veniamin Veselovsky; Liyi Zhang; Jian-Qiao Zhu; et al. (CoRR, 2025)

Bound by semanticity: universal laws governing the generalization-identification tradeoff. - Marco Nurisso; Jesseba Fernando; Raj Deshpande; Alan Perotti; Raja Marjieh; Steven M. Frankland; Richard L. Lewis; Taylor W. Webb; Declan Campbell; Francesco Vaccarino; Jonathan D. Cohen 003; Giovanni Petri (CoRR, 2025)