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Sucholutsky, Ilia

  1. Mind Your Step (by Step): Chain-of-Thought can Reduce Performance on Tasks where Thinking Makes Humans Worse
    2024/10/27 by Ryan Liu, Jiayi Geng, Liu, Ryan +10 · 7 voices · 38 citations
    Decision Sciences · Computer Science · #Complex Systems and Decision Making #Cognitive Science and Mapping
  2. Getting aligned on representational alignment
    2023/10/18 by Ilia Sucholutsky, Lukas Muttenthaler, Sucholutsky, Ilia +66 · 10 voices · 34 citations
    Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
  3. Humanity's Last Exam
    2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 105 citations
    #cs.LG #cs.AI #cs.CL
  4. Building Machines that Learn and Think with People
    2024/07/22 by Katherine M. Collins, Collins, Katherine M., Ilia Sucholutsky +23 · 20 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Ethics and Social Impacts of AI
  5. Large Language Models Assume People are More Rational than We Really are
    2024/06/24 by Ryan Liu, Jiayi Geng, Liu, Ryan +7 · 2 voices · 10 citations
    #cs.CL #cs.AI #cs.CY #cs.LG
  6. Measuring Implicit Bias in Explicitly Unbiased Large Language Models
    2024/02/06 by Xuechunzi Bai, Angelina Wang, Bai, Xuechunzi +5 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques
  7. Large language models predict human sensory judgments across six modalities
    2023/02/02 by Marjieh, Raja, Sucholutsky, Ilia, van Rijn, Pol +2 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  8. Multilevel Interpretability Of Artificial Neural Networks: Leveraging Framework And Methods From Neuroscience
    2024/08/22 by Zhonghao He, He, Zhonghao, Jascha Achterberg +31 · 1 voice · 3 citations
    Computer Science · #Explainable Artificial Intelligence (XAI)
  9. What is a Number, That a Large Language Model May Know It?
    2025/02/03 by Marjieh, Raja, Veselovsky, Veniamin, Griffiths, Thomas L. +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. On Benchmarking Human-Like Intelligence in Machines
    2025/02/27 by Ying, Lance, Collins, Katherine M., Wong, Lionel +6 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  11. Modulating Language Model Experiences through Frictions
    2024/06/24 by Katherine M. Collins, Valerie Chen, Collins, Katherine M. +15 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  12. Human Uncertainty in Concept-Based AI Systems
    2023/03/22 by Collins, Katherine M., Barker, Matthew, Zarlenga, Mateo Espinosa +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
  13. Adaptive Language-Guided Abstraction from Contrastive Explanations
    2024/09/12 by Andi Peng, Peng, Andi, Belinda Z. Li +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Robotics (cs.RO) #Semantic Web and Ontologies #Topic Modeling
  14. Preference-Conditioned Language-Guided Abstraction
    2024/02/05 by Peng, Andi, Bobu, Andreea, Li, Belinda Z. +5 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  15. Can Humans Do Less-Than-One-Shot Learning?
    2022/02/09 by Maya Malaviya, Malaviya, Maya, Ilia Sucholutsky +5 · 1 citation
    Computer Science · #Machine Learning and Data Classification
  16. Predicting Human Similarity Judgments Using Large Language Models
    2022/02/09 by Marjieh, Raja, Sucholutsky, Ilia, Sumers, Theodore R. +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Alignment with human representations supports robust few-shot learning
    2023/01/27 by Ilia Sucholutsky, Sucholutsky, Ilia, Thomas L. Griffiths +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Bacillus and Francisella bacterial research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Concept Alignment as a Prerequisite for Value Alignment
    2023/10/30 by Sunayana Rane, Rane, Sunayana, Mark K. Ho +5 · 1 citation
    Neuroscience · #Psychology of Moral and Emotional Judgment
  19. Concept Alignment
    2024/01/09 by Sunayana Rane, Rane, Sunayana, Polyphony Bruna +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  20. Revisiting Rogers' Paradox in the Context of Human-AI Interaction
    2025/01/16 by Collins, Katherine M., Bhatt, Umang, Sucholutsky, Ilia · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. A Rational Analysis of the Speech-to-Song Illusion
    2024/02/10 by Marjieh, Raja, van Rijn, Pol, Sucholutsky, Ilia +3 · 1 citation
    #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Neurons and Cognition (q-bio.NC)
  22. Quantifying Knowledge Distillation Using Partial Information Decomposition
    2024/11/12 by Dissanayake, Pasan, Hamman, Faisal, Halder, Barproda +3 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  23. Levels of Analysis for Large Language Models
    2025/03/17 by Ku, Alexander, Campbell, Declan, Bai, Xuechunzi +10 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  24. Characterizing Similarities and Divergences in Conversational Tones in Humans and LLMs by Sampling with People
    2024/06/06 by Huang, Dun-Ming, Van Rijn, Pol, Sucholutsky, Ilia +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  25. Identifying, Evaluating, and Mitigating Risks of AI Thought Partnerships
    2025/05/22 by Oktar, Kerem, Collins, Katherine M., Hernandez-Orallo, Jose +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  26. When Should We Orchestrate Multiple Agents?
    2025/03/17 by Bhatt, Umang, Kapoor, Sanyam, Upadhyay, Mihir +6 · 1 citation
    #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)