Distribution Shift Alignment Helps LLMs Simulate Survey Response Distributions

Ji Huang, Mengfei Li, Shuai Shao

Large language models (LLMs) offer a promising way to simulate human survey responses, potentially reducing the cost of large-scale data collection. However, existing zero-shot met…