Prompts to Proxies: Emulating Human Preferences via a Compact LLM Ensemble.

arXiv:2509.11311v3 Announce Type: replace Abstract: Large language models are increasingly used as proxies for human subjects in social science research, yet external validity requires matching the response distributions of target human populations. We study p