arXiv (All)
open access
Demographic Pluralism: Inference-Time Modeling of Pluralistic Human Preference Distributions
Large language models (LLMs) are increasingly used in culturally sensitive settings, where alignment requires representing diverse preferences within populations. Yet existing methods model populations at coarse demographic or community levels and overlook within-group variation. We introduce Demogr
Conceptio Open Archive
Analyze & explore related research in Conceptio
Connect this record directly into your research workflow or AI agent. Explore citations across open repositories, query full text, and export structured proof bundles.
This document is indexed with metadata only: full text is not available in the archive for this record. Open the official source ↗
Related documents
- Cultural Divergence Preservation: Diagnosing Flattening and Caricature in LLM-Simulated Survey Populations#1077999
- Benchmarking large language model agent societies against human behavioural distributions#784936
- Benchmarking large language model agent societies against human behavioural distributions#783346
- The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models#670320
- The Shrinking Landscape of Linguistic Diversity in the Age of Large Language Models#668255
Record · ID 1143156
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Retrieved via Conceptio: every document is proof-bundled with source, license, and retrieval metadata.
Bring this data into your agent: Connect via MCP or API · 20 free credits to start · no card required
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive
Read the Docs → · View CLI source on GitHub · Conceptio Open Knowledge Archive