Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies

18 August 2022

Adam Tauman Kalai

Papers citing "Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies"

21 / 221 papers shown

Title
Playing repeated games with Large Language Models Elif Akata Lion Schulz Julian Coda-Forno Seong Joon Oh Matthias Bethge Eric Schulz 415 122 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 41 149 0 24 May 2023
The Machine Psychology of Cooperation: Can GPT models operationalise prompts for altruism, cooperation, competitiveness and selfishness in economic games? S. Phelps Y. Russell 35 15 0 13 May 2023
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits Hang Jiang Xiajie Zhang Xubo Cao Cynthia Breazeal Deb Roy Jad Kabbara 54 74 0 04 May 2023
What does ChatGPT return about human values? Exploring value bias in ChatGPT using a descriptive value theory Ronald Fischer Markus Luczak-Rösch J. Karl 26 17 0 07 Apr 2023
Scientists' Perspectives on the Potential for Generative AI in their Fields Meredith Ringel Morris AI4CE 25 38 0 04 Apr 2023
Machine Psychology: Investigating Emergent Capabilities and Behavior in Large Language Models Using Psychological Methods Thilo Hagendorff LLMAG 37 4 0 24 Mar 2023
Towards the Scalable Evaluation of Cooperativeness in Language Models Alan Chan Maxime Riché Jesse Clifton LLMAG 25 6 0 16 Mar 2023
Do large language models resemble humans in language use? Zhenguang G. Cai Xufeng Duan David A. Haslett Shuqi Wang M. Pickering ALM 78 37 0 10 Mar 2023
Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback Hannah Rose Kirk Bertie Vidgen Paul Röttger Scott A. Hale 33 99 0 09 Mar 2023
Machine Love Joel Lehman 28 5 0 18 Feb 2023
Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges Fabrício Góes Zisen Zhou Piotr Sawicki M. Grzes Daniel Brown 14 9 0 21 Dec 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
The Path to Autonomous Learners Hanna Abi Akl 27 1 0 04 Nov 2022
Moral Mimicry: Large Language Models Produce Moral Rationalizations Tailored to Political Identity Gabriel Simmons 105 57 0 24 Sep 2022
Using cognitive psychology to understand GPT-3 Marcel Binz Eric Schulz ELM LLMAG 250 440 0 21 Jun 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 325 4,077 0 24 May 2022
Evaluating and Inducing Personality in Pre-trained Language Models Guangyuan Jiang Manjie Xu Song-Chun Zhu Wenjuan Han Chi Zhang Yixin Zhu 26 76 0 20 May 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 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 367 8,495 0 28 Jan 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,121 0 18 Apr 2021