Cognitive Modeling

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4 papers in the last four weeks, up 33% on the four weeks before. 0.0% of all new papers.

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  1. Neural Decoding as Cognitive Inference

    Oct 8, 2026Yi Guo, Changhong Jing, Yong Hu +4Neural DecodingCognitive Modeling

    Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China. · University of Chinese Academy Sciences, Beijing, China. · Department of Computing, The Hong Kong Polytechnic University, Hong Kong. +1

  2. Teaching a Minimalist Machine to Discover Recursive Programs for Arithmetic

    Oct 5, 2026Dominik Magiera, Christiane Wiebel-Herboth, Frank JäkelCognitive ModelingProgram Synthesis

    Centre for Cognitive Science & Institute of Psychology, Technische Universität Darmstadt, Germany · Honda Research Institute Europe GmbH, Offenbach am Main, Germany

  3. SMTB: Fast Structure-Mapping with Tight Bounds

    Sep 22, 2026Daniel Weitekamp, Christopher MacLellanCognitive ModelingAnalogical Reasoning

    School of Interactive Computing, Georgia Tech, Atlanta, GA 30332 USA

  4. Toward a Unified Mathematics of Concepts

    Sep 21, 2026Chen ShaniComputational Cognitive ModelingCognitive Modeling

    School of Industrial & Intelligent Systems Engineering Tel Aviv University Israel

  5. Beyond ID Embeddings: Process-Grounded Language Modeling for Cognitive Diagnosis

    Sep 14, 2026Minghang Liu, Yuanzhuo Wang, Qiang Qiu +2LLM GroundingCognitive Modeling

    State Key Laboratory of AI Safety, Institute of Computing Technology, CAS · University of Chinese Academy of Sciences

  6. Diffusion Models and Concept Formation

    Sep 11, 2026Zekun Wang, Karthik Singaravadivelan, Christopher J. MacLellanCognitive ModelingHierarchical Representation Learning

    College of Computing, Georgia Institute of Technology, Atlanta, GA 30332 USA

  7. Looped Transformers under the Jacobian Lens: Does the Global Workspace Survive Recurrence?

    Sep 1, 2026Wenlong Wang, Fergal ReidTransformer InterpretabilityCognitive Modeling

    Fin AI Research

  8. Thinking effort aligns between humans and reasoning models in abductive reasoning

    Sep 1, 2026Henry ArthurLLM AlignmentCognitive Modeling

    Center for Mind/Brain Sciences, University of Trento, Italy

  9. Induction and Inquiry via Probabilistic Reasoning over Language and Code

    Sep 1, 2026Wasu Top Piriyakulkij, Sam Acquaviva, Cassidy Langenfeld +2Cognitive ModelingActive Learning

    1Cornell University · 2Massachusetts Institute of Technology

  10. A Hierarchical Energy-Based Model for Multimodal Cognition

    Aug 8, 2026Subir VarmaComputational Cognitive ModelingCognitive Modeling

    General Cognitics

  11. On the use of foundation models in cognitive science

    Aug 7, 2026Raj Sanjay Shah, Alex Warstadt, Michael Frank +1Computational Cognitive ModelingCognitive Modeling

    Interactive Computing, Georgia Institute of Technology, Georgia, USA · Halcolu Data Science Institute and Dept. of Linguistics, University of California, San Diego, California, USA · Dept. of Psychology, Stanford University, California, USA

  12. Multi-Perspective Triad Interaction Graph Neural Network for Cognitive Distortion Detection

    Aug 7, 2026Jun Seo Kim, Hye Hyeon KimGraph Neural NetworksCognitive Modeling

    Department of Computer Engineering, Gachon University · Department of Biomedical Systems Informatics, Yonsei University

  13. An entropic explanation of insistence on sameness in autism

    Aug 5, 2026Przemysław ŚliwińskiComputational Cognitive ModelingCognitive Modeling

    Faculty of Information and Communication Technology, Wrocław University of Science and Technology, Wrocław, Poland.

  14. Divide-and-Conquer: Towards Generalizable Amortized Bayesian Inference for the Drift Diffusion Model

    Aug 4, 2026Yufei Wu, Shanqing Gao, Andreas Voss +1Neural Posterior EstimationCognitive Modeling

    1KU Leuven, Belgium · 2Heidelberg University, Germany

  15. Predictive Set Theory: A Generative Framework for Cognitive Architecture with Operationalized Core Mechanisms

    Aug 3, 2026Yiyang YuCognitive Architectures for AI AgentsComputational Cognitive Modeling

  16. KC-Agent: A Dual-Process Cognitive Architecture for Efficient ML Model Improvement

    Aug 3, 2026Gusseppe Bravo-Rocca, Jordi Guitart, Ajay Dholakia +2Cognitive ModelingConcept Drift

    Barcelona Supercomputing Center, Barcelona, Spain · Cotiviti, South Jordan, UT, United States · Universitat Polit`ecnica de Catalunya, Barcelona, Spain +1

  17. Aligning LLM-Simulated and Human Examinees for Psychometric Calibration: A Cognitive Diagnostic Profiling Approach

    Jul 28, 2026Wenjie Zhou, Yunting Liu, Renjiao Tang +1Cognitive Modeling

    Berkeley School of Education, University of California, Berkeley · Department of Family Social Science, University of Minnesota Twin Cities, Minneapolis

  18. Cognitive Convergence: Deep Similarities Between Large Language Models and Human Cognition

    Jul 28, 2026Chandra Sripada, Richard LewisComputational Cognitive ModelingCognitive Modeling

    Department of Philosophy, University of Michigan · Department of Psychiatry, University of Michigan · Weinberg Institute for Cognitive Science, University of Michigan +2

  19. CogArena: A Multimethod Evaluation of Cognitive Ability Structure in Large Language Models

    Jul 27, 2026Dengzhe Hou, Lingyu Jiang, Fangzhou Lin +1LLM EvaluationCognitive Modeling

    1Graduate School of Information Sciences, Tohoku University · 2Unprecedented-scale Data Analytics Center, Tohoku University · 3Texas A&M University +1

  20. Surprisal Theory is Tautological (without Rational Grounding)

    Jul 23, 2026Ryan CotterellCognitive ModelingComputational Psycholinguistics

    ETH Zürich

  21. Grounded world models in biological organisms and future embodied AI

    Jul 15, 2026Giovanni Pezzulo, Davide Nuzzi, Marco D'Alessandro +3Cognitive ModelingEmbodied AI

    Institute of Cognitive Sciences and Technologies, National Research Council, Rome, Italy · Center for Mind and Brain Science (CIMeC), University of Trento, Italy · Department of Neuroscience, University of Montreal, Montreal, Quebec, Canada

  22. Atomic Units of X: The Compression Layer of Intelligence

    Jul 14, 2026Sachin Dev Duggal, Pradyumna Swarnalatha Ramanna, Alexandros VassiliadesCognitive Modeling

    SeKondBrain AI Labs, London, United Kingdom.

  23. We Hebben Een Serieus Translatie: Modeling Intercomprehension as Probabilistic Inference

    Jul 13, 2026Thomas Hikaru Clark, Edward Gibson, Roger LevyCognitive Modeling

    Department of Brain and Cognitive Sciences MIT Cambridge, MA 02139, USA

  24. Reproducing human biases in route choice using large language models: Toward scalable behavioral modeling

    Jul 13, 2026Jiangtao Han, Shoufeng Ma, Shuxian Xu +4Cognitive ModelingHuman Behavior Simulation

    College of Management and Economics, Tianjin University, China · Faculty of Science and Engineering, University of Nottingham Ningbo China

  25. Self-Healing Coordination in Cognitive Swarm Agents with Bloch-Type Perceptual Memory

    Jul 12, 2026Jyotiranjan BeuriaMulti-Agent CoordinationMulti-Robot Systems

    IKS Research Center, ISS Delhi, India

  26. A First-Principles Theory of Slow Thinking and Active Perception

    Jul 9, 2026Hongkang Yang, Zhi-Qin John Xu, Feiyu Xiong +1Active PerceptionCognitive Modeling

    1MemTensor (Shanghai) Technology Co., Ltd. · Institute for Advanced Algorithms Research, Shanghai · 3Shanghai JiaoTong University +1

  27. A Large Language Model-Driven Agent-Based Modeling Framework with Multi-Round Communication for Simulating Vaccine Opinion Dynamics

    Jul 8, 2026Bo Zhang, Na JiangOpinion DynamicsCognitive Modeling

    Thrust of Urban Governance and Design, The Hong Kong University of Science and Technology (Guangzhou) Guangzhou, Guangdong, CHINA · Jinhe Center for Economic Research, Xi’an Jiaotong University Xi’an, Shaanxi, CHINA

  28. Reward Valuation in Large Language Models: Causal Induction of Anhedonia

    Jul 7, 2026Melika Honarmand, Samin Mahdipour Aghabagher, Martin SchrimpfReward ModelingCognitive Modeling

    NeuroAI Laboratory, EPFL

  29. Nested Episodic State Topology (NEST): A Graph-Theoretic Architecture of Cognitive States

    Jul 7, 2026IshantCognitive Architectures for AI AgentsComputational Cognitive Modeling

  30. NeuroCogMap Reveals Cognitive Organization of Large Language Models

    Jul 1, 2026Zhongxiang Sun, Haolang Lu, Qiang Ma +11Cognitive ModelingLLM Interpretability

    Gaoling School of Artificial Intelligence, Renmin University of China, Beijing, China · Beijing University of Posts and Telecommunications, Beijing, China · The University of Hong Kong, Hong Kong, China +5