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LLM Synthetic Subjects and Experimental Research

23 related papers are currently indexed.

LLM Synthetic Subjects and Experimental Research23 records

Title · Authors · Year · Venue · Source-verified abstract

PAPER RECORDABSTRACT VERIFIED

12 Best Practices for Leveraging Generative AI in Experimental Research

Samuel Chang · Andrew Kennedy · Aaron Leonard · John List

2024National Bureau of Economic Research

RECORD NOTE

A 2024 paper published in National Bureau of Economic Research. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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A Taxonomy of AI Experiments

Aleksandr Alekseev · Christina Strobel

2026Journal of Behavioral and Experimental Economics

RECORD NOTE

A 2026 paper published in Journal of Behavioral and Experimental Economics. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Agentsociety: Large-scale simulation of llm-driven generative agents advances understanding of human behaviors and society

Jinghua Piao · Yuwei Yan · Jun Zhang · Nian Li · Junbo Yan · Xiaochong Lan · Zhihong Lu · Zhiheng Zheng · Jing Yi Wang · Di Zhou

2025arXiv

RECORD NOTE

A 2025 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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AITurk: Using ChatGPT for social science research

Xin Qin · Mingpeng Huang · Jie Ding

2024Center for Open Science

RECORD NOTE

A 2024 paper published in Center for Open Science. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Can Large Language Models Serve as Rational Players in Game Theory? A Systematic Analysis

Caoyun Fan · Jindou Chen · Yaohui Jin · Hao He

2024Proceedings of the AAAI Conference on Artificial Intelligence

RECORD NOTE

A 2024 paper published in Proceedings of the AAAI Conference on Artificial Intelligence. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Cfgpt: Chinese financial assistant with large language model

Jiangtong Li · Yuxuan Bian · Guoxuan Wang · Yang Lei · Dawei Cheng · Zhijun Ding · Changjun Jiang

2023arXiv preprint arXiv:2309.10654

RECORD NOTE

A 2023 paper published in arXiv preprint arXiv:2309.10654. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Disc-finllm: A chinese financial large language model based on multiple experts fine-tuning

Wei Chen · Qiushi Wang · Zefei Long · Xianyin Zhang · Zhongtian Lu · Bingxuan Li · Siyuan Wang · Jiarong Xu · Xiang Bai · Xuanjing Huang

2023arXiv preprint arXiv:2310.15205

RECORD NOTE

A 2023 paper published in arXiv preprint arXiv:2310.15205. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Do LLM Agents Exhibit Social Behavior?

Yan Leng · Yuan Yuan

2023arXiv

RECORD NOTE

A 2023 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Exploring the Sensitivity of LLMs' Decision-Making Capabilities: Insights from Prompt Variations and Hyperparameters

Manikanta Loya · Divya Sinha · Richard Futrell

2023Findings of the Association for Computational Linguistics: EMNLP 2023

RECORD NOTE

A 2023 paper published in Findings of the Association for Computational Linguistics: EMNLP 2023. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Generation Next: Experimentation with AI

Gary Charness · Brian Jabarian · John A. List

2023National Bureau of Economic Research

RECORD NOTE

A 2023 paper published in National Bureau of Economic Research. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Generative Agents: Interactive Simulacra of Human Behavior

Joon Sung Park · Joseph C. O'Brien · Carrie J. Cai · Meredith Ringel Morris · Percy Liang · Michael S. Bernstein

2023Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology

RECORD NOTE

A 2023 paper published in Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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HumanStudy-Bench: Towards AI Agent Design for Participant Simulation

Xuan Liu · Haoyang Shang · Zizhang Liu · Xinyan Liu · Yunze Xiao · Yiwen Tu · Haojian Jin

2026arXiv

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A 2026 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Large Language Models for Behavioral Economics: Internal Validity and Elicitation of Mental Models

Brian Jabarian

2024Elsevier BV

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A 2024 paper published in Elsevier BV. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Large Language Models for Behavioral Economics: Synthetic Mental Models and Data Generalization

Brian Jabarian

2024Elsevier BV

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A 2024 paper published in Elsevier BV. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Joon Sung Park · Carolyn Q. Zou · Jonne Kamphorst · Niles Egan · Aaron Shaw · Benjamin Mako Hill · Carrie Cai · Meredith Ringel Morris · Percy Liang · Robb Willer · Michael S. Bernstein

2024arXiv

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A 2024 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Seth Karten · Wenzhe Li · Zihan Ding · Samuel Kleiner · Yu Bai · Chi Jin

2025arXiv

RECORD NOTE

A 2025 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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LLMs Model Non-WEIRD Populations: Experiments with Synthetic Cultural Agents

Augusto Gonzalez-Bonorino · C. Monica Capra · Emilio Pantoja

2025arXiv

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A 2025 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Playing Games with GPT: What Can We Learn About a Large Language Model from Canonical Strategic Games?

Philip Brookins · Jason Matthew DeBacker

2024Economics Bulletin

RECORD NOTE

A 2024 paper published in Economics Bulletin. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Playing Repeated Games with Large Language Models

Elif Akata · Lion Schulz · Julian Coda-Forno · Seong Joon Oh · Matthias Bethge · Eric Schulz

2025Nature Human Behaviour

RECORD NOTE

A 2025 paper published in Nature Human Behaviour. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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The Emergence of Economic Rationality of GPT

Yiting Chen · Tracy Xiao Liu · You Shan · Songfa Zhong

2023Proceedings of the National Academy of Sciences

RECORD NOTE

A 2023 paper published in Proceedings of the National Academy of Sciences. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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When AI Meets Finance (StockAgent): Large Language Model-Based Stock Trading in Simulated Real-World Environments

Chong Zhang · Xinyi Liu · Zhongmou Zhang · Mingyu Jin · Lingyao Li · Zhenting Wang · Wenyue Hua · Dong Shu · Suiyuan Zhu · Xiaobo Jin · Sujian Li · Mengnan Du · Yongfeng Zhang

2024arXiv

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A 2024 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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PAPER RECORDABSTRACT VERIFIED

When Experimental Economics Meets Large Language Models: Evidence-Based Tactics

Shu Wang · Zijun Yao · Shuhuai Zhang · Jianuo Gai · Tracy Xiao Liu · Songfa Zhong

2025arXiv

RECORD NOTE

A 2025 paper published in arXiv. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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Which Humans?

Mohammad Atari · Mona J. Xue · Peter S. Park · Damian Ezequiel Blasi · Joseph Henrich

2023Center for Open Science

RECORD NOTE

A 2023 paper published in Center for Open Science. Open the full record for the source-verified abstract, bibliographic metadata, and original source.

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