Turning large language models into cognitive models

6 June 2023

Papers citing "Turning large language models into cognitive models"

39 / 39 papers shown

Title
Memorization and Knowledge Injection in Gated LLMs Xu Pan Ely Hahami Zechen Zhang H. Sompolinsky KELM CLL RALM 101 0 0 30 Apr 2025
LLM Social Simulations Are a Promising Research Method Jacy Reese Anthis Ryan Liu Sean M. Richardson Austin C. Kozlowski Bernard Koch James A. Evans Erik Brynjolfsson Michael S. Bernstein ALM 47 4 0 03 Apr 2025
LLM Agents Display Human Biases but Exhibit Distinct Learning Patterns Idan Horowitz Ori Plonsky 70 0 0 13 Mar 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 50 3 0 17 Jan 2025
Representation in large language models Cameron C. Yetman 41 1 0 03 Jan 2025
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 77 11 0 04 Dec 2024
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity Sonia K. Murthy Tomer Ullman Jennifer Hu ALM 22 10 0 07 Nov 2024
Can LLMs make trade-offs involving stipulated pain and pleasure states? Geoff Keeling Winnie Street Martyna Stachaczyk Daria Zakharova Iulia M. Comsa Anastasiya Sakovych Isabella Logothesis Zejia Zhang Blaise Agüera y Arcas Jonathan Birch 16 2 0 01 Nov 2024
Large Language Model Benchmarks in Medical Tasks Lawrence K. Q. Yan Ming Li Y. Zhang Caitlyn Heqi Yin Cheng Fei ... Ziqian Bi Pohsun Feng Keyu Chen Junyu Liu Qian Niu LM&MA AI4MH 51 4 0 28 Oct 2024
ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection Yibo Yan Shen Wang Jiahao Huo Hang Li B. Li ... Kun Wang Hui Xiong Philip S. Yu Xuming Hu Qingsong Wen LRM 25 13 0 06 Oct 2024
Recent Advancement of Emotion Cognition in Large Language Models Yuyan Chen Yanghua Xiao OffRL 25 2 0 20 Sep 2024
Large Language Models and Cognitive Science: A Comprehensive Review of Similarities, Differences, and Challenges Qian Niu Junyu Liu Ziqian Bi Pohsun Feng Benji Peng ... Ming Li Lawrence KQ Yan Yichao Zhang Caitlyn Heqi Yin Cheng Fei 25 13 0 04 Sep 2024
Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind Lance Ying Tan Zhi-Xuan Lionel Wong Vikash K. Mansinghka J. Tenenbaum 45 1 0 21 Aug 2024
A Comparison of Large Language Model and Human Performance on Random Number Generation Tasks Rachel M. Harrison 25 1 0 19 Aug 2024
Cognitive LLMs: Towards Integrating Cognitive Architectures and Large Language Models for Manufacturing Decision-making Siyu Wu A. Oltramari Jonathan M Francis C. L. Giles Frank E. Ritter 36 0 0 17 Aug 2024
Building Machines that Learn and Think with People Katherine M. Collins Ilia Sucholutsky Umang Bhatt Kartik Chandra Lionel Wong ... Mark K. Ho Vikash K. Mansinghka Adrian Weller Joshua B. Tenenbaum Thomas L. Griffiths 27 13 0 22 Jul 2024
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models Logan Cross Violet Xiang Agam Bhatia Daniel L. K. Yamins Nick Haber LM&Ro LRM LLMAG 28 4 0 09 Jul 2024
Large Language Models Assume People are More Rational than We Really are Ryan Liu Jiayi Geng Joshua C. Peterson Ilia Sucholutsky Thomas L. Griffiths 49 16 0 24 Jun 2024
Effective Generative AI: The Human-Algorithm Centaur S. Saghafian Lihi Idan 25 3 0 16 Jun 2024
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice Jian-Qiao Zhu Haijiang Yan Thomas L. Griffiths 63 2 0 29 May 2024
A Nurse is Blue and Elephant is Rugby: Cross Domain Alignment in Large Language Models Reveal Human-like Patterns Asaf Yehudai Taelin Karidi Gabriel Stanovsky Ariel Goldstein Omri Abend 20 1 0 23 May 2024
Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel Priya Shanmugasundaram Mohammad Kachuee Kun Zhou Ruoxi Jia Ming Jin LRM 25 2 0 21 May 2024
Characterising the Creative Process in Humans and Large Language Models Surabhi S. Nath Peter Dayan Claire Stevenson 21 3 0 01 May 2024
Exploring Autonomous Agents through the Lens of Large Language Models: A Review Saikat Barua LM&MA LLMAG 14 14 0 05 Apr 2024
On the Tip of the Tongue: Analyzing Conceptual Representation in Large Language Models with Reverse-Dictionary Probe Ningyu Xu Qi Zhang Menghan Zhang Peng Qian Xuanjing Huang LRM 51 3 0 22 Feb 2024
(Ir)rationality and Cognitive Biases in Large Language Models Olivia Macmillan-Scott Mirco Musolesi LRM 36 17 0 14 Feb 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 42 17 0 03 Jan 2024
Towards a Psychological Generalist AI: A Survey of Current Applications of Large Language Models and Future Prospects Tianyu He Guanghui Fu Y. Yu Fan Wang Jianqiang Li ... Changwei Song Hongzhi Qi Dan Luo Huijing Zou Bing Xiang Yang AI4MH AI4CE LM&MA 11 9 0 01 Dec 2023
Visual cognition in multimodal large language models Luca M. Schulze Buschoff Elif Akata Matthias Bethge Eric Schulz LRM 39 2 0 27 Nov 2023
The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents Yun-Shiuan Chuang Siddharth Suresh Nikunj Harlalka Agam Goyal Robert Hawkins Sijia Yang Dhavan Shah Junjie Hu Timothy T. Rogers LLMAG 24 3 0 16 Nov 2023
Simulating Opinion Dynamics with Networks of LLM-based Agents Yun-Shiuan Chuang Agam Goyal Nikunj Harlalka Siddharth Suresh Robert Hawkins Sijia Yang Dhavan Shah Junjie Hu Timothy T. Rogers AI4CE 9 51 0 16 Nov 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests Max J. van Duijn Bram van Dijk Tom Kouwenhoven Werner de Valk M. Spruit P. V. D. Putten ELM LRM 6 14 0 31 Oct 2023
On the Unexpected Abilities of Large Language Models S. Nolfi LRM 4 11 0 09 Aug 2023
Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench Jen-tse Huang Man Ho Adrian Lam E. Li Shujie Ren Wenxuan Wang Wenxiang Jiao Zhaopeng Tu Michael R. Lyu 24 40 0 07 Aug 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 2023
The Debate Over Understanding in AI's Large Language Models Melanie Mitchell D. Krakauer ELM 70 196 0 14 Oct 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 228 435 0 21 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 273 1,561 0 18 Sep 2019