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The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective

The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective

24 December 2023
George Gui
Olivier Toubia
ArXivPDFHTML

Papers citing "The Challenge of Using LLMs to Simulate Human Behavior: A Causal Inference Perspective"

17 / 17 papers shown
Title
Can LLMs Help Improve Analogical Reasoning For Strategic Decisions? Experimental Evidence from Humans and GPT-4
Can LLMs Help Improve Analogical Reasoning For Strategic Decisions? Experimental Evidence from Humans and GPT-4
Phanish Puranam
Prothit Sen
Maciej Workiewicz
ELM
24
0
0
01 May 2025
IMPersona: Evaluating Individual Level LM Impersonation
IMPersona: Evaluating Individual Level LM Impersonation
Quan Shi
Carlos E. Jimenez
Stephen Dong
Brian Seo
Caden Yao
Adam Kelch
Karthik Narasimhan
21
0
0
06 Apr 2025
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models
Reasoning and the Trusting Behavior of DeepSeek and GPT: An Experiment Revealing Hidden Fault Lines in Large Language Models
Rubing Li
João Sedoc
Arun Sundararajan
LRM
49
0
0
20 Feb 2025
Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions
Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions
Taedong Yun
Eric Yang
Mustafa Safdari
Jong Ha Lee
Vaishnavi Vinod Kumar
...
Isaac Galatzer-Levy
Yugang Jia
John Canny
Arthur Gretton
Maja J. Matarić
SyDa
70
1
0
18 Feb 2025
Evaluating Convolutional Neural Networks for COVID-19 classification in
  chest X-ray images
Evaluating Convolutional Neural Networks for COVID-19 classification in chest X-ray images
Leonardo Gabriel Ferreira Rodrigues
Danilo Ferreira da Silva
Larissa Ferreira Rodrigues
João Fernando Mari
33
3
0
26 Dec 2024
Modeling Story Expectations to Understand Engagement: A Generative Framework Using LLMs
Modeling Story Expectations to Understand Engagement: A Generative Framework Using LLMs
Hortense Fong
George Gui
HAI
81
0
0
13 Dec 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
23
1
0
03 Oct 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
39
0
0
12 Sep 2024
Using Advanced LLMs to Enhance Smaller LLMs: An Interpretable Knowledge
  Distillation Approach
Using Advanced LLMs to Enhance Smaller LLMs: An Interpretable Knowledge Distillation Approach
Tong Wang
K. Sudhir
Dat Hong
23
0
0
13 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
28
1
0
22 Jul 2024
How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences
  of LLMs
How Ethical Should AI Be? How AI Alignment Shapes the Risk Preferences of LLMs
Shumiao Ouyang
Hayong Yun
Xingjian Zheng
44
4
0
03 Jun 2024
RealTCD: Temporal Causal Discovery from Interventional Data with Large
  Language Model
RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model
Peiwen Li
Xin Wang
Zeyang Zhang
Yuan Meng
Fang-lin Shen
Yue Li
Jialong Wang
Yang Li
Wenweu Zhu
38
2
0
23 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
47
3
0
29 Mar 2024
Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark
  for Deception Reasoning
Can Deception Detection Go Deeper? Dataset, Evaluation, and Benchmark for Deception Reasoning
Kang Chen
Zheng Lian
Haiyang Sun
Bin Liu
Jianhua Tao
18
0
0
18 Feb 2024
Do LLM Agents Exhibit Social Behavior?
Do LLM Agents Exhibit Social Behavior?
Yan Leng
Yuan Yuan
LLMAG
21
24
0
23 Dec 2023
Can LLMs Capture Human Preferences?
Can LLMs Capture Human Preferences?
Ali Goli
Amandeep Singh
49
0
0
04 May 2023
Generative Agents: Interactive Simulacra of Human Behavior
Generative Agents: Interactive Simulacra of Human Behavior
J. Park
Joseph C. O'Brien
Carrie J. Cai
Meredith Ringel Morris
Percy Liang
Michael S. Bernstein
LM&Ro
AI4CE
204
1,701
0
07 Apr 2023
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