一作ACL 2026Findings· Findings of ACL
Distribution Shift Alignment Helps LLM s Simulate Survey Response Distributions
Ji Huang · Mengfei LI · Shuai Shao
摘要
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 methods suffer from prompt sensitivity and low accuracy, while conventional fine-tuning approaches mostly fit the traini...