Llm Simulation Of Human Behavior Papers

Discover 2 peer-reviewed studies in Llm Simulation Of Human Behavior (2022–2025). Explore research findings powered by Prolific's diverse participant panel.

This page lists 2 peer-reviewed papers in the research area of Llm Simulation Of Human Behavior in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (2 of 2)

To Mask or to Mirror: Human-AI Alignment in Collective Reasoning

Authors: C Qian, AT Parisi, C Bouleau, V Tsai

Year: 2025

Published in: Proceedings of the ..., 2025 - aclanthology.org

Institution: Google, Google DeepMind

Research Area: Human-AI Alignment, Collective Reasoning, Social Biases, LLM Simulation of Human Behavior, AI Bias

Discipline: Natural Language Processing, Artificial Intelligence, Computational Social Science

This study examines human-AI alignment in collective reasoning using an empirical framework, demonstrating how LLMs either mirror or mask human biases depending on context, cues, and model-specific inductive biases.

Methods: The study uses the Lost at Sea social psychology task in a large-scale online experiment, simulating LLM groups conditioned on human decision-making data across varying conditions of visible or pseudonymous demographics.

Key Findings: Alignment of LLM behavior with human social reasoning, focusing on collective decision-making and biases in group interactions.

Citations: 1

Sample Size: 748
AITurk: Using ChatGPT for social science research

Authors: X Qin, M Huang, J Ding

Year: 2022

Published in: Available at SSRN 4922861, 2024 - papers.ssrn.com

Institution: Peking University, Tsinghua University, Nankai University

Research Area: AI Social Science, LLM Simulation of Human Behavior, AI Simulation

Discipline: Social Science Research

DOI: https://ssrn.com/abstract=4922861

Citations: 17