framework
active
framework:big-five-personality-modelBig Five Personality Model
Foundational psychological model underlying the personality facets targeted for control
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Papers (1)
paper
Frameworks (3)
framework
- OCEAN / Big Five Personality Modelrelated_toDominant dimensional framework in personality psychology used to ground the OCEAN traits in the generic domain inventory
- The primary novel framework introduced in the paper for learning facet-level personality control vectors
- Instrument that defines the 30 facets of the Big Five used to construct the dataset
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Personality taxonomy derived from aggregate statistics over language; noted as relevant to artificial psychology research on LLM personality attractors
- Case study used for high-order semantic feature steering; a psychology taxonomy.
- Standard psychometric framework used to study AI assistant personality, critiqued as unreliable for LLMs
- The primary personality framework used to define the 25 personas evaluated in this study
- Meta-trait model grouping OCEAN traits into stability (C, A, reversed N) and plasticity (E, O); used to evaluate covariance patterns from injections
- Primary personality model used to benchmark steering methods across 14 LLMs
- The internal machinery a language model uses to represent and instantiate personas: its learned capacity to simulate, differentiate, and maintain coherent characters
- Framework by Marks et al. proposing that models infer a context-appropriate persona for next-token prediction and post-training concentrates distribution around helpful assistant