Dynamic Steering

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

• direction-based steeringconcept0.835
  Paradigm of finding the right direction in activation space (e.g., linear steering).
• Uncertainty-aware dynamic steeringconcept0.825
  Proposed future direction: model dynamically adjusts steering strength based on internal uncertainty during inference
• steering vectorsconcept0.795
  A method for modifying model behavior by adding perturbation vectors to activations, used here to try to reduce eval awareness.
• Angular Steeringframework0.795
  Steering variant that rotates hidden states toward a target feature vector, addressing how to steer
• Stepwise steeringmethod0.794
  Novel method that applies intervention only when the model begins a new thinking step (at the \n\n delimiter) rather than at every token
• Activation Steeringmethod0.790
  Causal intervention technique: edit NLA explanation, reconstruct via AR, use difference as steering vector to manipulate model behavior.
• linear steeringmethod0.790
  Typical approach that adds a scaled steering vector to representations; the paper argues this is mismatched with actual representation geometry.
• Model Steeringconcept0.789
  Using interventions to guide model generation behavior, e.g., adding sentiment vectors at inference time