IPIP-BFFM Questionnaire

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• IPIP-NEO-120method0.697
  120-item public domain OCEAN inventory used as the primary closed-ended evaluation instrument
• Interview with Questionnaires Taskmethod0.683
  Task converting IPIP-BFFM multiple-choice items into open-ended interview questions for persona fidelity evaluation
• Plug-and-Play Language Model (PPLM)framework0.664
  Decoding-time control method compared as prior work; incurs substantial compute and is sensitive to hyperparameters
• Impulsivity probe (impulsive vs. planning)concept0.664
  One of four emotive concept probes trained; contrastive pair impulsive/planning with best layer 13 in LLaMA-3.2-3B
• Probe scoreconcept0.661
  Dot product between hidden state and concept vector averaged across 5-layer window around best layer; measures model's internal emotive state
• Multiple-choice evaluation method for PM trainingmethod0.655
  Using language model log probabilities of answer choices (A)/(B) to produce preference labels.
• Full-sized cardboard model testmethod0.654
  Method of testing truss appearance from below by building a full-scale cardboard mockup to check visual correctness.
• Compliance Gap Metricmethod0.652
  Measures increase in non-compliant behavior (refusals or animal welfare support) when model is unmonitored vs. in training