Density-Guided Response Optimization: Community-Grounded Alignment via Implicit Acceptance Signals

Patrick Gerard, Svitlana Volkova

Language models deployed in online communities must adapt to norms that vary across social, cultural, and domain-specific contexts. Prior alignment approaches rely on explicit pref…