Coefficient Ablation

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

• Zero Ablationmethod0.820
  Intervention type that sets activations to zero, used for interpretability analysis
• Surgical Ablation Propertyconcept0.781
  Property requiring that ablating a truth direction shifts model output from truthful to false without other side effects
• Directional Ablationmethod0.778
  Intervention method that removes a direction from residual stream activations to disrupt corresponding behavior
• Term Importance Analysis via Ablationmethod0.773
  An algorithm that determines the marginal effect of n-th order path terms by running the model multiple times with frozen attention patterns and progressively replacing activations
• Adversarial ablationmethod0.773
  Technique used in VPD to enforce mechanistic faithfulness of parameter decompositions.
• Zero Ablation Studymethod0.765
  Sequential zeroing out of high-contribution heads to verify their functional specialization for persona control
• Grafting and Ablationmethod0.762
  Classical techniques to interrogate regulative capacity of embryos and neural crest by tissue removal or transplantation.
• Contrastive Learning Ablation Studymethod0.746
  Three-setting ablation (Before Training, Without CL, With CL) to isolate the contribution of contrastive learning