Ask, Answer, and Detect: Role-Playing LLMs for Personality Detection with Question-Conditioned Mixture-of-Experts

arXiv:2512.08814 · cs.CL · Submitted 2025-12-09 · Read on arXiv

cs.CL

Submitted: 2025-12-09

Updated: 2026-10-20

Comments: Accepted at NeurIPS 2026 (Main Conference, Poster)

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Language Models (LLMs) — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 8 episodes

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