Zero Ablation Study

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

• Contrastive Learning Ablation Studymethod0.801
  Three-setting ablation (Before Training, Without CL, With CL) to isolate the contribution of contrastive learning
• Coefficient Ablationmethod0.765
  Robustness check ablating over five steering coefficient values to test whether SP/AS inversion is an artifact of steering strength
• Feature ablation (zeroing feature activations)method0.762
  Clamping a feature's value to zero to measure its causal effect on model output.
• Term Importance Analysis via Ablationmethod0.739
  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
• Grafting and Ablationmethod0.737
  Classical techniques to interrogate regulative capacity of embryos and neural crest by tissue removal or transplantation.
• Off-Topic Detector Latent Ablationmethod0.732
  Causal intervention clamping 26 identified OTD latents to zero during steered inference to test ESR contribution
• Directional Ablationmethod0.730
  Intervention method that removes a direction from residual stream activations to disrupt corresponding behavior
• Adversarial ablationmethod0.724
  Technique used in VPD to enforce mechanistic faithfulness of parameter decompositions.