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#artificial intelligence Preprint Oct 2026

The Anatomy of Socio-Demographics in Pluralistic Offensiveness Modeling: When and Where It Helps, and the Role of Reasoning

The results suggest that the mixed evidence in prior work may partly stem from individual-level evaluation, and that the value of socio-demographic information depends on both how it is evaluated and how models are guided to use it.

Yifan Wang, Leixin Zhang, Jin-Yi Mu et al. · 0 citations

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