Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Alignment of LLM agents with human behavior: the impact of demographic information and belief networks on opinion imitation accuracy.
Academic References
Synthetic Consumer Lab (SCL) — Academic Research & Reference Center
SCL brings together academic papers and research on consumer behavior, artificial intelligence, and digital transformation. Our goal is to make consumer surveys more accessible and provide consumer data for researchers, students, and professionals.
All articles
Total 15 articles found
Do LLM Agents Exhibit Social Behavior?
LLM behavior in social interactions: the role of group identity, reciprocity mechanisms, and chain-of-thought processes in predicting social behavior.
Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning (DEFINE)
Rational decision-making by LLMs in financial scenarios under uncertainty: improving decision accuracy and transparency through factor profiles and historical analogy.
Large Language Models as Simulated Economic Agents: What Can We Learn from Homo Silicus?
The capacity of LLMs to imitate human agents in behavioral economics experiments: model diversity, endowment effects, and experimental reproducibility.
Large Language Models as Subpopulation Representative Models: A Review
Using LLMs as subpopulation representation models (SRMs): potential for measuring public opinion and a risk–benefit assessment.
Large Language Models Empowered Agent-Based Modeling and Simulation: A Survey and Perspectives
The role of LLMs in agent-based modeling and simulation (ABMS): transforming simulation paradigms through human-like intelligence and behavior.
Showing 1-6 of 15 results