Using cognitive psychology to understand GPT-3

21 June 2022

Papers citing "Using cognitive psychology to understand GPT-3"

43 / 43 papers shown

Title
Toward Efficient Exploration by Large Language Model Agents Dilip Arumugam Thomas L. Griffiths LLMAG 87 0 0 29 Apr 2025
Improving LLM Personas via Rationalization with Psychological Scaffolds Brihi Joshi Xiang Ren Swabha Swayamdipta Rik Koncel-Kedziorski Tim Paek 68 0 0 25 Apr 2025
Benchmarking the rationality of AI decision making using the transitivity axiom Kiwon Song James M. Jennings III Clintin P. Davis-Stober 33 0 0 14 Feb 2025
Human-like conceptual representations emerge from language prediction Ningyu Xu Qi Zhang Chao Du Qiang Luo Xipeng Qiu Xuanjing Huang Menghan Zhang 70 0 0 21 Jan 2025
Advancements and limitations of LLMs in replicating human color-word associations Makoto Fukushima Shusuke Eshita Hiroshige Fukuhara 49 0 0 04 Nov 2024
Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina Yuan Gao Dokyun Lee Gordon Burtch Sina Fazelpour LRM 42 7 0 25 Oct 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 38 13 0 04 Sep 2024
Using Large Language Models to Create AI Personas for Replication, Generalization and Prediction of Media Effects: An Empirical Test of 133 Published Experimental Research Findings Leo Yeykelis Kaavya Pichai James J. Cummings Byron Reeves 62 1 0 28 Aug 2024
CogLM: Tracking Cognitive Development of Large Language Models Xinglin Wang Peiwen Yuan Shaoxiong Feng Yiwei Li Boyuan Pan Heda Wang Yao Hu Kan Li ELM 54 0 0 17 Aug 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework George Fragiadakis Christos Diou George Kousiouris Mara Nikolaidou 39 11 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 63 16 0 24 Jun 2024
Distributed Rule Vectors is A Key Mechanism in Large Language Models' In-Context Learning Bowen Zheng Ming Ma Zhongqiao Lin Tianming Yang 25 1 0 23 Jun 2024
Artificial Leviathan: Exploring Social Evolution of LLM Agents Through the Lens of Hobbesian Social Contract Theory Gordon Dai Weijia Zhang Jinhan Li Siqi Yang Chidera Onochie lbe Srihas Rao Arthur Caetano Misha Sra LLMAG 16 4 0 20 Jun 2024
M3GIA: A Cognition Inspired Multilingual and Multimodal General Intelligence Ability Benchmark Wei Song Yadong Li Jianhua Xu Guowei Wu Lingfeng Ming ... Weihua Luo Houyi Li Yi Du Fangda Guo Kaicheng Yu ELM LRM 34 7 0 08 Jun 2024
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice Jian-Qiao Zhu Haijiang Yan Thomas L. Griffiths 82 2 0 29 May 2024
People cannot distinguish GPT-4 from a human in a Turing test Cameron R. Jones Benjamin K. Bergen ELM DeLMO 32 30 0 09 May 2024
The high dimensional psychological profile and cultural bias of ChatGPT Hang Yuan Zhongyue Che Shao Li Yue Zhang Xiaomeng Hu Siyang Luo 27 2 0 06 May 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a Large Language Model Based on Group-Level Demographic Information Seungjong Sun Eungu Lee Dongyan Nan Xiangying Zhao Wonbyung Lee Bernard J. Jansen Jang Hyun Kim 46 17 0 28 Feb 2024
Incoherent Probability Judgments in Large Language Models Jian-Qiao Zhu Thomas L. Griffiths 76 6 0 30 Jan 2024
Exploring the Frontiers of LLMs in Psychological Applications: A Comprehensive Review Luoma Ke Song Tong Peng Cheng Kaiping Peng OffRL LM&MA 51 19 0 03 Jan 2024
Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variation and Hyperparameters Manikanta Loya Divya Sinha Richard Futrell 19 35 0 29 Dec 2023
From Transcripts to Insights: Uncovering Corporate Risks Using Generative AI Alex G. Kim Maximilian Muhn Valeri V. Nikolaev 21 9 0 26 Oct 2023
Integrating LLM, EEG, and Eye-Tracking Biomarker Analysis for Word-Level Neural State Classification in Semantic Inference Reading Comprehension Yuhong Zhang Qin Li Sujal Nahata Tasnia Jamal Shih-kuen Cheng G. Cauwenberghs Tzyy-Ping Jung 13 2 0 27 Sep 2023
"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion Xu Han Zengqing Wu Chuan Xiao 6 5 0 21 Aug 2023
Large Language Model Displays Emergent Ability to Interpret Novel Literary Metaphors Nicholas Ichien Duvsan Stamenković K. Holyoak LRM 33 4 0 03 Aug 2023
Of Models and Tin Men: A Behavioural Economics Study of Principal-Agent Problems in AI Alignment using Large-Language Models S. Phelps Rebecca E. Ranson LLMAG 26 1 0 20 Jul 2023
Turning large language models into cognitive models Marcel Binz Eric Schulz 28 52 0 06 Jun 2023
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 402 118 0 26 May 2023
In-Context Impersonation Reveals Large Language Models' Strengths and Biases Leonard Salewski Stephan Alaniz Isabel Rio-Torto Eric Schulz Zeynep Akata 22 148 0 24 May 2023
Psychological Metrics for Dialog System Evaluation Salvatore Giorgi Shreya Havaldar Farhan S. Ahmed Zuhaib Akhtar Shalaka Vaidya Gary Pan Pallavi V. Kulkarni H. A. Schwartz Joao Sedoc 20 2 0 24 May 2023
Does ChatGPT have Theory of Mind? B. Holterman Kees van Deemter LRM AI4CE 16 22 0 23 May 2023
Comparing Machines and Children: Using Developmental Psychology Experiments to Assess the Strengths and Weaknesses of LaMDA Responses Eliza Kosoy Emily Rose Reagan Leslie Y. Lai Alison Gopnik Danielle Krettek Cobb 20 9 0 18 May 2023
Meta-Learned Models of Cognition Marcel Binz Ishita Dasgupta A. Jagadish M. Botvinick Jane X. Wang Eric Schulz 26 24 0 12 Apr 2023
ChatGPT Outperforms Crowd-Workers for Text-Annotation Tasks Fabrizio Gilardi Meysam Alizadeh M. Kubli AI4MH 43 861 0 27 Mar 2023
On the Creativity of Large Language Models Giorgio Franceschelli Mirco Musolesi 64 51 0 27 Mar 2023
Measuring an artificial intelligence agent's trust in humans using machine incentives Tim Johnson Nick Obradovich 15 6 0 27 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor W. Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 25 289 0 19 Dec 2022
A Rubric for Human-like Agents and NeuroAI Ida Momennejad 42 14 0 08 Dec 2022
Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks Yuxuan Li James L. McClelland 29 17 0 02 Oct 2022
Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies Gati Aher RosaI. Arriaga Adam Tauman Kalai 35 343 0 18 Aug 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 298 4,077 0 24 May 2022
Causal Transformers Perform Below Chance on Recursive Nested Constructions, Unlike Humans Yair Lakretz T. Desbordes Dieuwke Hupkes S. Dehaene 225 11 0 14 Oct 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021