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

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

18 August 2022
Gati Aher
RosaI. Arriaga
Adam Tauman Kalai
ArXivPDFHTML

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

50 / 221 papers shown
Title
ChatGPT as Research Scientist: Probing GPT's Capabilities as a Research
  Librarian, Research Ethicist, Data Generator and Data Predictor
ChatGPT as Research Scientist: Probing GPT's Capabilities as a Research Librarian, Research Ethicist, Data Generator and Data Predictor
Steven A. Lehr
Aylin Caliskan
Suneragiri Liyanage
M. Banaji
53
25
0
20 Jun 2024
Exploring Changes in Nation Perception with Nationality-Assigned
  Personas in LLMs
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs
M. Kamruzzaman
Gene Louis Kim
29
4
0
20 Jun 2024
Who's asking? User personas and the mechanics of latent misalignment
Who's asking? User personas and the mechanics of latent misalignment
Asma Ghandeharioun
Ann Yuan
Marius Guerard
Emily Reif
Michael A. Lepori
Lucas Dixon
LLMSV
41
7
0
17 Jun 2024
Effective Generative AI: The Human-Algorithm Centaur
Effective Generative AI: The Human-Algorithm Centaur
S. Saghafian
Lihi Idan
40
7
0
16 Jun 2024
People will agree what I think: Investigating LLM's False Consensus Effect
People will agree what I think: Investigating LLM's False Consensus Effect
Junhyuk Choi
Yeseon Hong
Bugeun Kim
54
0
0
16 Jun 2024
Do Large Language Models Discriminate in Hiring Decisions on the Basis
  of Race, Ethnicity, and Gender?
Do Large Language Models Discriminate in Hiring Decisions on the Basis of Race, Ethnicity, and Gender?
Haozhe An
Christabel Acquaye
Colin Wang
Zongxia Li
Rachel Rudinger
36
12
0
15 Jun 2024
Bayesian Statistical Modeling with Predictors from LLMs
Bayesian Statistical Modeling with Predictors from LLMs
Michael Franke
Polina Tsvilodub
Fausto Carcassi
45
4
0
13 Jun 2024
GPT-ology, Computational Models, Silicon Sampling: How should we think
  about LLMs in Cognitive Science?
GPT-ology, Computational Models, Silicon Sampling: How should we think about LLMs in Cognitive Science?
Desmond C. Ong
46
3
0
13 Jun 2024
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art
Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art
Chen Cecilia Liu
Iryna Gurevych
Anna Korhonen
33
5
0
06 Jun 2024
The Good, the Bad, and the Hulk-like GPT: Analyzing Emotional Decisions
  of Large Language Models in Cooperation and Bargaining Games
The Good, the Bad, and the Hulk-like GPT: Analyzing Emotional Decisions of Large Language Models in Cooperation and Bargaining Games
Mikhail Mozikov
Nikita Severin
Valeria Bodishtianu
Maria Glushanina
Mikhail Baklashkin
Andrey V. Savchenko
Ilya Makarov
LLMAG
41
4
0
05 Jun 2024
Evaluating Large Language Model Biases in Persona-Steered Generation
Evaluating Large Language Model Biases in Persona-Steered Generation
Andy Liu
Mona Diab
Daniel Fried
36
21
0
30 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with
  Large Language Models
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models
Chengxing Xie
Difan Zou
LRM
LLMAG
37
4
0
28 May 2024
Building Better AI Agents: A Provocation on the Utilisation of Persona
  in LLM-based Conversational Agents
Building Better AI Agents: A Provocation on the Utilisation of Persona in LLM-based Conversational Agents
Guangzhi Sun
Xiao Zhan
Jose Such
41
24
0
26 May 2024
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and
  Interactive Decision-Making
STRIDE: A Tool-Assisted LLM Agent Framework for Strategic and Interactive Decision-Making
Chuanhao Li
Runhan Yang
Tiankai Li
Milad Bafarassat
Kourosh Sharifi
Dirk Bergemann
Zhuoran Yang
LLMAG
37
5
0
25 May 2024
Large Language Models are Biased Reinforcement Learners
Large Language Models are Biased Reinforcement Learners
William M. Hayes
Nicolas Yax
Stefano Palminteri
OffRL
37
1
0
19 May 2024
Large Language Models Show Human-like Social Desirability Biases in
  Survey Responses
Large Language Models Show Human-like Social Desirability Biases in Survey Responses
Aadesh Salecha
Molly E. Ireland
Shashanka Subrahmanya
João Sedoc
L. Ungar
J. Eichstaedt
PILM
AI4CE
46
5
0
09 May 2024
Risk or Chance? Large Language Models and Reproducibility in
  Human-Computer Interaction Research
Risk or Chance? Large Language Models and Reproducibility in Human-Computer Interaction Research
Thomas Kosch
S. Feger
41
3
0
24 Apr 2024
MARVEL: Multidimensional Abstraction and Reasoning through Visual
  Evaluation and Learning
MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning
Yifan Jiang
Jiarui Zhang
Kexuan Sun
Zhivar Sourati
Kian Ahrabian
Kaixin Ma
Filip Ilievski
Jay Pujara
LRM
37
11
0
21 Apr 2024
A Survey on the Memory Mechanism of Large Language Model based Agents
A Survey on the Memory Mechanism of Large Language Model based Agents
Zeyu Zhang
Xiaohe Bo
Chen Ma
Rui Li
Xu Chen
Quanyu Dai
Jieming Zhu
Zhenhua Dong
Ji-Rong Wen
LLMAG
KELM
42
106
0
21 Apr 2024
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large
  Language Models for Behavioral Simulation
Do LLMs Play Dice? Exploring Probability Distribution Sampling in Large Language Models for Behavioral Simulation
Jia Gu
Liang Pang
Huawei Shen
Xueqi Cheng
32
5
0
13 Apr 2024
Accelerating Inference in Large Language Models with a Unified Layer
  Skipping Strategy
Accelerating Inference in Large Language Models with a Unified Layer Skipping Strategy
Yijin Liu
Fandong Meng
Jie Zhou
AI4CE
27
7
0
10 Apr 2024
Towards Objectively Benchmarking Social Intelligence for Language Agents
  at Action Level
Towards Objectively Benchmarking Social Intelligence for Language Agents at Action Level
Chenxu Wang
Bin Dai
Huaping Liu
Baoyuan Wang
ALM
LLMAG
ELM
45
3
0
08 Apr 2024
Social Skill Training with Large Language Models
Social Skill Training with Large Language Models
Diyi Yang
Caleb Ziems
William B. Held
Omar Shaikh
Michael S. Bernstein
John C. Mitchell
LLMAG
43
8
0
05 Apr 2024
Personalized LLM Response Generation with Parameterized Memory Injection
Personalized LLM Response Generation with Parameterized Memory Injection
Kai Zhang
Lizhi Qing
Yangyang Kang
36
11
0
04 Apr 2024
Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a
  Multi-agent Attacker-Disguiser Game
Learn to Disguise: Avoid Refusal Responses in LLM's Defense via a Multi-agent Attacker-Disguiser Game
Qianqiao Xu
Zhiliang Tian
Hongyan Wu
Zhen Huang
Yiping Song
Feng Liu
Dongsheng Li
LLMAG
AAML
36
2
0
03 Apr 2024
Using LLMs to Model the Beliefs and Preferences of Targeted Populations
Using LLMs to Model the Beliefs and Preferences of Targeted Populations
Keiichi Namikoshi
Alexandre L. S. Filipowicz
David A. Shamma
Rumen Iliev
Candice L Hogan
Nikos Aréchiga
60
5
0
29 Mar 2024
SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental
  Health Sensing Studies
SeSaMe: A Framework to Simulate Self-Reported Ground Truth for Mental Health Sensing Studies
Akshat Choube
V. D. Swain
Varun Mishra
45
1
0
25 Mar 2024
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
An LLM-Based Digital Twin for Optimizing Human-in-the Loop Systems
Hanqing Yang
Marie Siew
Carlee Joe-Wong
AI4CE
33
11
0
25 Mar 2024
EduAgent: Generative Student Agents in Learning
EduAgent: Generative Student Agents in Learning
Songlin Xu
Xinyu Zhang
Lianhui Qin
LLMAG
31
9
0
23 Mar 2024
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments
How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments
Jen-tse Huang
E. Li
Man Ho Lam
Tian Liang
Wenxuan Wang
Youliang Yuan
Wenxiang Jiao
Xing Wang
Zhaopeng Tu
Michael R. Lyu
ELM
LLMAG
85
33
0
18 Mar 2024
Evaluating Large Language Models as Generative User Simulators for
  Conversational Recommendation
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
Se-eun Yoon
Zhankui He
J. Echterhoff
Julian McAuley
ELM
LLMAG
34
19
0
13 Mar 2024
Are Large Language Models Aligned with People's Social Intuitions for
  Human-Robot Interactions?
Are Large Language Models Aligned with People's Social Intuitions for Human-Robot Interactions?
Lennart Wachowiak
Andrew Coles
Oya Celiktutan
Gerard Canal
20
0
0
08 Mar 2024
Towards a Psychology of Machines: Large Language Models Predict Human
  Memory
Towards a Psychology of Machines: Large Language Models Predict Human Memory
Markus Huff
Elanur Ulakçi
32
4
0
08 Mar 2024
Evaluating and Optimizing Educational Content with Large Language Model
  Judgments
Evaluating and Optimizing Educational Content with Large Language Model Judgments
Joy He-Yueya
Noah D. Goodman
Emma Brunskill
AI4Ed
24
6
0
05 Mar 2024
Towards Measuring and Modeling "Culture" in LLMs: A Survey
Towards Measuring and Modeling "Culture" in LLMs: A Survey
Muhammad Farid Adilazuarda
Sagnik Mukherjee
Pradhyumna Lavania
Siddhant Singh
Alham Fikri Aji
Jacki OÑeill
Ashutosh Modi
Monojit Choudhury
64
54
0
05 Mar 2024
Random Silicon Sampling: Simulating Human Sub-Population Opinion Using a
  Large Language Model Based on Group-Level Demographic Information
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
56
17
0
28 Feb 2024
Foot In The Door: Understanding Large Language Model Jailbreaking via
  Cognitive Psychology
Foot In The Door: Understanding Large Language Model Jailbreaking via Cognitive Psychology
Zhenhua Wang
Wei Xie
Baosheng Wang
Enze Wang
Zhiwen Gui
Shuoyoucheng Ma
Kai Chen
28
14
0
24 Feb 2024
IMBUE: Improving Interpersonal Effectiveness through Simulation and
  Just-in-time Feedback with Human-Language Model Interaction
IMBUE: Improving Interpersonal Effectiveness through Simulation and Just-in-time Feedback with Human-Language Model Interaction
Inna Wanyin Lin
Ashish Sharma
Christopher Rytting
Adam S. Miner
Jina Suh
Tim Althoff
27
11
0
19 Feb 2024
Stick to Your Role! Context-dependence and Stability of Personal Value
  Expression in Large Language Models
Stick to Your Role! Context-dependence and Stability of Personal Value Expression in Large Language Models
Grgur Kovač
Rémy Portelas
Masataka Sawayama
Peter Ford Dominey
Pierre-Yves Oudeyer
LLMAG
29
4
0
19 Feb 2024
Network Formation and Dynamics Among Multi-LLMs
Network Formation and Dynamics Among Multi-LLMs
Marios Papachristou
Yuan Yuan
48
11
0
16 Feb 2024
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large
  Language Models
I Am Not Them: Fluid Identities and Persistent Out-group Bias in Large Language Models
Wenchao Dong
Assem Zhunis
Hyojin Chin
Jiyoung Han
Meeyoung Cha
30
2
0
16 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation
  in LLMs
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs
Chenyang Shao
Fengli Xu
Bingbing Fan
Jingtao Ding
Yuan Yuan
Meng Wang
Yong Li
LRM
19
6
0
15 Feb 2024
LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
LLM-driven Imitation of Subrational Behavior : Illusion or Reality?
Andrea Coletta
Kshama Dwarakanath
Penghang Liu
Svitlana Vyetrenko
T. Balch
29
10
0
13 Feb 2024
Simulating Human Strategic Behavior: Comparing Single and Multi-agent
  LLMs
Simulating Human Strategic Behavior: Comparing Single and Multi-agent LLMs
Karthik Sreedhar
Lydia B. Chilton
LLMAG
48
19
0
13 Feb 2024
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Federico Bianchi
P. Chia
Mert Yuksekgonul
Jacopo Tagliabue
Daniel Jurafsky
James Zou
LLMAG
35
31
0
08 Feb 2024
A Roadmap to Pluralistic Alignment
A Roadmap to Pluralistic Alignment
Taylor Sorensen
Jared Moore
Jillian R. Fisher
Mitchell L. Gordon
Niloofar Mireshghallah
...
Liwei Jiang
Ximing Lu
Nouha Dziri
Tim Althoff
Yejin Choi
65
80
0
07 Feb 2024
Can Large Language Model Agents Simulate Human Trust Behaviors?
Can Large Language Model Agents Simulate Human Trust Behaviors?
Chengxing Xie
Canyu Chen
Feiran Jia
Ziyu Ye
Kai Shu
Adel Bibi
Ziniu Hu
Philip H. S. Torr
Guohao Li
Bernard Ghanem
LM&Ro
LLMAG
79
53
0
07 Feb 2024
Preference-Conditioned Language-Guided Abstraction
Preference-Conditioned Language-Guided Abstraction
Andi Peng
Andreea Bobu
Belinda Z. Li
T. Sumers
Ilia Sucholutsky
Nishanth Kumar
Thomas L. Griffiths
Julie A. Shah
29
12
0
05 Feb 2024
Exploring Spatial Schema Intuitions in Large Language and Vision Models
Exploring Spatial Schema Intuitions in Large Language and Vision Models
Philipp Wicke
Lennart Wachowiak
LM&Ro
24
4
0
01 Feb 2024
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving
  as Human Learners?
Do Language Models Exhibit the Same Cognitive Biases in Problem Solving as Human Learners?
Andreas Opedal
Alessandro Stolfo
Haruki Shirakami
Ying Jiao
Ryan Cotterell
Bernhard Schölkopf
Abulhair Saparov
Mrinmaya Sachan
LRM
37
13
0
31 Jan 2024
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