Activation Interval Sampling

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

• Autoregressive Samplingmethod0.767
  The mechanism by which LLMs generate text: drawing a token from the next-token distribution and appending it to context repeatedly
• Activationsconcept0.759
  Internal representations of the model on which probes operate; the method uses activations to rank datapoints.
• Statistical Activation Analysismethod0.749
  Component of the contrastive retrieval pipeline analyzing activation statistics.
• Rejection samplingmethod0.749
  A technique to filter model outputs; Redwood Research's project mentioned.
• Activation Cappingmethod0.735
  Clamping activations along the Assistant Axis to remain above a minimum threshold (25th percentile), introduced as a stabilization method
• Thompson Samplingmethod0.731
  A Bayesian exploration strategy that samples from the posterior distribution over model parameters to decide actions.
• Activation Probingconcept0.727
  Technique of reading out model beliefs from internal activations before the final answer token is generated
• Threshold-like activation assumptionconcept0.725
  Assumption that small anchor changes can produce sharp performance shifts when conditions are favorable.