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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
Turing Representational Similarity Analysis (RSA): A Flexible Method for Measuring Alignment Between Human and Artificial Intelligence
Turing Representational Similarity Analysis (RSA): A Flexible Method for Measuring Alignment Between Human and Artificial Intelligence
Mattson Ogg
Ritwik Bose
Jamie Scharf
Christopher Ratto
Michael Wolmetz
83
2
0
30 Nov 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms
Minghe Gao
Wendong Bu
Bingchen Miao
Yang Wu
Yunfei Li
Juncheng Billy Li
Siliang Tang
Qi Wu
Yueting Zhuang
Meng Wang
LM&Ro
39
3
0
17 Nov 2024
LLM4DS: Evaluating Large Language Models for Data Science Code
  Generation
LLM4DS: Evaluating Large Language Models for Data Science Code Generation
Nathalia Nascimento
Everton Guimaraes
Sai Sanjna Chintakunta
Santhosh Anitha Boominathan
ALM
ELM
77
2
0
16 Nov 2024
Multi-Agents are Social Groups: Investigating Social Influence of
  Multiple Agents in Human-Agent Interactions
Multi-Agents are Social Groups: Investigating Social Influence of Multiple Agents in Human-Agent Interactions
Tianqi Song
Yugin Tan
Zicheng Zhu
Yibin Feng
Yi-Chieh Lee
AI4CE
32
2
0
07 Nov 2024
One fish, two fish, but not the whole sea: Alignment reduces language
  models' conceptual diversity
One fish, two fish, but not the whole sea: Alignment reduces language models' conceptual diversity
Sonia K. Murthy
Tomer Ullman
Jennifer Hu
ALM
43
11
0
07 Nov 2024
Social Science Meets LLMs: How Reliable Are Large Language Models in
  Social Simulations?
Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?
Yue Huang
Zhengqing Yuan
Yujun Zhou
Kehan Guo
Xiangqi Wang
...
Weixiang Sun
Lichao Sun
Jindong Wang
Yanfang Ye
X. Zhang
LLMAG
38
10
0
30 Oct 2024
Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina
Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina
Yuan Gao
Dokyun Lee
Gordon Burtch
Sina Fazelpour
LRM
53
7
0
25 Oct 2024
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent
  Role-Play
Schema-Guided Culture-Aware Complex Event Simulation with Multi-Agent Role-Play
Sha Li
R. Reddy
Khanh Duy Nguyen
Q. Wang
May Fung
Chi Han
Jiawei Han
Kartik Natarajan
Clare Voss
Heng Ji
LLMAG
27
0
0
24 Oct 2024
NetSafe: Exploring the Topological Safety of Multi-agent Networks
NetSafe: Exploring the Topological Safety of Multi-agent Networks
Miao Yu
Shilong Wang
Guibin Zhang
Junyuan Mao
Chenlong Yin
Qijiong Liu
Qingsong Wen
Kun Wang
Yang Wang
33
5
0
21 Oct 2024
XForecast: Evaluating Natural Language Explanations for Time Series
  Forecasting
XForecast: Evaluating Natural Language Explanations for Time Series Forecasting
Taha Aksu
Chenghao Liu
Amrita Saha
Sarah Tan
Caiming Xiong
Doyen Sahoo
AI4TS
23
1
0
18 Oct 2024
BenchmarkCards: Large Language Model and Risk Reporting
BenchmarkCards: Large Language Model and Risk Reporting
Anna Sokol
Nuno Moniz
Elizabeth M. Daly
Michael Hind
Nitesh V. Chawla
31
0
0
16 Oct 2024
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning
  Abilities of LLMs
TMGBench: A Systematic Game Benchmark for Evaluating Strategic Reasoning Abilities of LLMs
H. Wang
Xiachong Feng
Lei Li
Z. Qin
Dianbo Sui
Lingpeng Kong
LRM
ELM
35
3
0
14 Oct 2024
The Dynamics of Social Conventions in LLM populations: Spontaneous
  Emergence, Collective Biases and Tipping Points
The Dynamics of Social Conventions in LLM populations: Spontaneous Emergence, Collective Biases and Tipping Points
Ariel Flint Ashery
L. Aiello
Andrea Baronchelli
AI4CE
42
2
0
11 Oct 2024
Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets
Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets
Tommaso Giorgi
Lorenzo Cima
T. Fagni
M. Avvenuti
S. Cresci
40
9
0
10 Oct 2024
MindScope: Exploring cognitive biases in large language models through
  Multi-Agent Systems
MindScope: Exploring cognitive biases in large language models through Multi-Agent Systems
Zhentao Xie
Jiabao Zhao
Yilei Wang
Jinxin Shi
Yanhong Bai
Xingjiao Wu
Liang He
LLMAG
26
0
0
06 Oct 2024
Large Language Models can Achieve Social Balance
Large Language Models can Achieve Social Balance
Pedro Cisneros-Velarde
45
1
0
05 Oct 2024
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring
  Framework for Open-Ended Learning Environments
Can LLMs Reliably Simulate Human Learner Actions? A Simulation Authoring Framework for Open-Ended Learning Environments
Amogh Mannekote
Adam Davies
Jina Kang
K. Boyer
33
1
0
03 Oct 2024
LLMs May Not Be Human-Level Players, But They Can Be Testers: Measuring
  Game Difficulty with LLM Agents
LLMs May Not Be Human-Level Players, But They Can Be Testers: Measuring Game Difficulty with LLM Agents
Chang Xiao
Brenda Z. Yang
LLMAG
37
2
0
01 Oct 2024
'Simulacrum of Stories': Examining Large Language Models as Qualitative
  Research Participants
'Simulacrum of Stories': Examining Large Language Models as Qualitative Research Participants
Shivani Kapania
William Agnew
Motahhare Eslami
Hoda Heidari
Sarah E Fox
36
4
0
28 Sep 2024
With Ears to See and Eyes to Hear: Sound Symbolism Experiments with
  Multimodal Large Language Models
With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models
Tyler Loakman
Yucheng Li
Chenghua Lin
VLM
31
1
0
23 Sep 2024
Multimodal Fusion with LLMs for Engagement Prediction in Natural
  Conversation
Multimodal Fusion with LLMs for Engagement Prediction in Natural Conversation
Cheng Charles Ma
Kevin Hyekang Joo
Alexandria K. Vail
Sunreeta Bhattacharya
Álvaro Fernández García
Kailana Baker-Matsuoka
Sheryl Mathew
Lori L. Holt
Fernando De la Torre
47
3
0
13 Sep 2024
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with
  LLM-driven AI Agents in a Real-time Shared Workspace Task
Mutual Theory of Mind in Human-AI Collaboration: An Empirical Study with LLM-driven AI Agents in a Real-time Shared Workspace Task
Shao Zhang
Xihuai Wang
Wenhao Zhang
Yongshan Chen
Landi Gao
Dakuo Wang
Weinan Zhang
Xinbing Wang
Ying Wen
LLMAG
40
9
0
13 Sep 2024
Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of
  Human Responses in Dialogue
Real or Robotic? Assessing Whether LLMs Accurately Simulate Qualities of Human Responses in Dialogue
Jonathan Ivey
Shivani Kumar
Jiayu Liu
Hua Shen
Sushrita Rakshit
...
Dustin Wright
Abraham Israeli
Anders Giovanni Møller
Lechen Zhang
David Jurgens
47
3
0
12 Sep 2024
Agentic Society: Merging skeleton from real world and texture from Large
  Language Model
Agentic Society: Merging skeleton from real world and texture from Large Language Model
Yuqi Bai
Kun Sun
Huishi Yin
33
1
0
02 Sep 2024
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like
  Diversity
DiverseDialogue: A Methodology for Designing Chatbots with Human-Like Diversity
Xiaoyu Lin
Xinkai Yu
Ankit Aich
Salvatore Giorgi
Lyle Ungar
ALM
42
0
0
30 Aug 2024
LLMs generate structurally realistic social networks but overestimate political homophily
LLMs generate structurally realistic social networks but overestimate political homophily
Serina Chang
Alicja Chaszczewicz
Emma Wang
Maya Josifovska
Emma Pierson
J. Leskovec
44
6
0
29 Aug 2024
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections
United in Diversity? Contextual Biases in LLM-Based Predictions of the 2024 European Parliament Elections
Leah von der Heyde
Anna Haensch
Alexander Wenz
Bolei Ma
59
2
0
29 Aug 2024
Can LLMs Understand Social Norms in Autonomous Driving Games?
Can LLMs Understand Social Norms in Autonomous Driving Games?
Boxuan Wang
Haonan Duan
Yanhao Feng
Xu Chen
Yongjie Fu
Zhaobin Mo
Xuan Di
37
4
0
22 Aug 2024
Personality Alignment of Large Language Models
Personality Alignment of Large Language Models
Minjun Zhu
Linyi Yang
Yue Zhang
Yue Zhang
ALM
64
5
0
21 Aug 2024
CogLM: Tracking Cognitive Development of Large Language Models
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
67
0
0
17 Aug 2024
Evaluating Cultural Adaptability of a Large Language Model via
  Simulation of Synthetic Personas
Evaluating Cultural Adaptability of a Large Language Model via Simulation of Synthetic Personas
Louis Kwok
Michal Bravansky
Lewis D. Griffin
42
11
0
13 Aug 2024
Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
Can LLMs Replace Manual Annotation of Software Engineering Artifacts?
Toufique Ahmed
Premkumar Devanbu
Christoph Treude
Michael Pradel
70
11
0
10 Aug 2024
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction
  of Inter-demographic Sentiments
Are Social Sentiments Inherent in LLMs? An Empirical Study on Extraction of Inter-demographic Sentiments
Kunitomo Tanaka
Ryohei Sasano
Koichi Takeda
33
0
0
08 Aug 2024
LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory
LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory
Jillian Ross
Yoon Kim
Andrew W. Lo
18
13
0
05 Aug 2024
Perceptions of Linguistic Uncertainty by Language Models and Humans
Perceptions of Linguistic Uncertainty by Language Models and Humans
Catarina G Belém
Markelle Kelly
M. Steyvers
Sameer Singh
Padhraic Smyth
43
3
0
22 Jul 2024
Psychometric Alignment: Capturing Human Knowledge Distributions via
  Language Models
Psychometric Alignment: Capturing Human Knowledge Distributions via Language Models
Joy He-Yueya
Wanjing Anya Ma
Kanishk Gandhi
Benjamin W. Domingue
Emma Brunskill
Noah D. Goodman
ALM
34
3
0
22 Jul 2024
How Personality Traits Influence Negotiation Outcomes? A Simulation
  based on Large Language Models
How Personality Traits Influence Negotiation Outcomes? A Simulation based on Large Language Models
Yin Jou Huang
Rafik Hadfi
LLMAG
26
1
0
16 Jul 2024
Do LLMs have Consistent Values?
Do LLMs have Consistent Values?
Naama Rozen
G. Elidan
Amir Globerson
Ella Daniel
67
3
0
16 Jul 2024
Representation Bias in Political Sample Simulations with Large Language
  Models
Representation Bias in Political Sample Simulations with Large Language Models
Weihong Qi
Hanjia Lyu
Jiebo Luo
33
5
0
16 Jul 2024
Revolutionizing Bridge Operation and maintenance with LLM-based Agents:
  An Overview of Applications and Insights
Revolutionizing Bridge Operation and maintenance with LLM-based Agents: An Overview of Applications and Insights
Xinyu-Chen
Lianzhen-Zhang
LLMAG
AI4CE
37
1
0
14 Jul 2024
On LLM Wizards: Identifying Large Language Models' Behaviors for Wizard
  of Oz Experiments
On LLM Wizards: Identifying Large Language Models' Behaviors for Wizard of Oz Experiments
Jingchao Fang
Nikos Aréchiga
Keiichi Namaoshi
N. Bravo
Candice L Hogan
David A. Shamma
35
3
0
10 Jul 2024
Virtual Personas for Language Models via an Anthology of Backstories
Virtual Personas for Language Models via an Anthology of Backstories
Suhong Moon
Marwa Abdulhai
Minwoo Kang
Joseph Suh
Widyadewi Soedarmadji
Eran Kohen Behar
David M. Chan
47
11
0
09 Jul 2024
Evaluating Human-AI Collaboration: A Review and Methodological Framework
Evaluating Human-AI Collaboration: A Review and Methodological Framework
George Fragiadakis
Christos Diou
George Kousiouris
Mara Nikolaidou
57
11
0
09 Jul 2024
Are Large Language Models Strategic Decision Makers? A Study of
  Performance and Bias in Two-Player Non-Zero-Sum Games
Are Large Language Models Strategic Decision Makers? A Study of Performance and Bias in Two-Player Non-Zero-Sum Games
Nathan Herr
Fernando Acero
Roberta Raileanu
María Pérez-Ortiz
Zhibin Li
LRM
58
2
0
05 Jul 2024
Jump Starting Bandits with LLM-Generated Prior Knowledge
Jump Starting Bandits with LLM-Generated Prior Knowledge
P. A. Alamdari
Yanshuai Cao
Kevin H. Wilson
44
1
0
27 Jun 2024
Simulating Classroom Education with LLM-Empowered Agents
Simulating Classroom Education with LLM-Empowered Agents
Zheyuan Zhang
Daniel Zhang-Li
Jifan Yu
Linlu Gong
Jinchang Zhou
Zhiyuan Liu
Lei Hou
Juanzi Li
LLMAG
52
53
0
27 Jun 2024
Fairness and Bias in Multimodal AI: A Survey
Fairness and Bias in Multimodal AI: A Survey
Tosin P. Adewumi
Lama Alkhaled
Namrata Gurung
G. V. Boven
Irene Pagliai
55
9
0
27 Jun 2024
ChatGPT's financial discrimination between rich and poor -- misaligned
  with human behavior and expectations
ChatGPT's financial discrimination between rich and poor -- misaligned with human behavior and expectations
Dmitri Bershadskyy
Florian E. Sachs
Joachim Weimann
32
0
0
24 Jun 2024
Large Language Models Assume People are More Rational than We Really are
Large Language Models Assume People are More Rational than We Really are
Ryan Liu
Jiayi Geng
Joshua C. Peterson
Ilia Sucholutsky
Thomas L. Griffiths
67
16
0
24 Jun 2024
First Heuristic Then Rational: Dynamic Use of Heuristics in Language
  Model Reasoning
First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning
Yoichi Aoki
Keito Kudo
Tatsuki Kuribayashi
Shusaku Sone
Masaya Taniguchi
Keisuke Sakaguchi
Kentaro Inui
LRM
23
1
0
23 Jun 2024
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