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survey simulation

5 papers

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Co-occurring keywords · papers mentioning both

large language model (4) social behavior simulation (1) cultural survey (1) response distribution (1) social attitude (1) user response simulation (1) response rectification (1) survey data (1) cultural value survey (1) personality-driven reasoning (1)

Papers

Valid Survey Simulations with Limited Human Data: The Roles of Prompting, Fine-Tuning, and Rectification ACL 2026 An Analysis of Large Language Models for Simulating User Responses in Surveys IJCNLP 2025 Beyond Demographics: Enhancing Cultural Value Survey Simulation with Multi-Stage Personality-Driven Cognitive Reasoning EMNLP 2025 SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models EMNLP 2025 Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025