Papers with diagnostic criteria
PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation (2026.acl-long)
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| Challenge: | Personality disorders are chronic, rigid patterns of thinking, behavior, and emotions that deviate from cultural norms and persist in social settings. |
| Approach: | They propose a large-scale, clinically grounded dataset that supports multidimensional study of personality pathology and standardized evaluation of LLM steering toward clinically ground behavioral targets. |
| Outcome: | The PersonalityDBench dataset supports multidimensional study of personality pathology and evaluation of LLM steering toward clinically grounded behavioral targets. |