Term Importance Analysis via Ablation

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

• Coefficient Ablationmethod0.773
  Robustness check ablating over five steering coefficient values to test whether SP/AS inversion is an artifact of steering strength
• Zero Ablationmethod0.754
  Intervention type that sets activations to zero, used for interpretability analysis
• Contrastive Learning Ablation Studymethod0.750
  Three-setting ablation (Before Training, Without CL, With CL) to isolate the contribution of contrastive learning
• Directional Ablationmethod0.749
  Intervention method that removes a direction from residual stream activations to disrupt corresponding behavior
• Feature attribution correlates well with ablation effects, making it an efficient proxy for causal effect.claim0.744
  Gradient-based attribution approximates ablation impact, enabling fast search for causally important features.
• Grafting and Ablationmethod0.742
  Classical techniques to interrogate regulative capacity of embryos and neural crest by tissue removal or transplantation.
• Zero Ablation Studymethod0.739
  Sequential zeroing out of high-contribution heads to verify their functional specialization for persona control
• Surgical Ablation Propertyconcept0.736
  Property requiring that ablating a truth direction shifts model output from truthful to false without other side effects