Contrastive Stimulus Design

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

• Contrastive Promptingconcept0.805
  Technique for extracting trait directions by contrasting model activations under trait-eliciting vs. trait-suppressing conditions
• Contrastive Pairsconcept0.783
  Pairs of prompts at different reflection levels used to compute steering vectors.
• Contrastconcept0.782
  The property that living structures contain intense contrast—far more than one imagines helpful; true opposites which annihilate each other when superimposed, creating differentiation that gives birth to something; contrast unifies rather than separates when used correctly
• Contrastive Activation Additionframework0.769
  Method formalized by Rimsky et al. (2024) that this paper adopts for extracting persona vectors
• Contrastive learningframework0.768
  Supervised learning framework where system learns by observing contrast between current response and nudged improved response; requires weak additional forces from supervisor
• Contrastive Prompting for Base Modelsmethod0.766
  Adaptation of instruction-tuned extraction to base models using third-person descriptions and hypothetical situations
• Contrastive analysismethod0.756
  Method comparing brain activity in conscious vs. unconscious conditions.
• Contrast Pairsconcept0.735
  Pairs of statements with opposite truth values used as input to CCS; e.g., cities and neg_cities paired statements