Linear Decoding

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

• Linear representationconcept0.802
  The idea that features are encoded as directions in activation space.
• Linear Representation of Conceptsconcept0.789
  The established finding that transformer LLMs encode many interpretable concepts as linear directions in activation space
• Linear Probingmethod0.786
  Used to evaluate representation quality across VTAB tasks
• Neural Decodingframework0.782
• Linear Combinatory Logicframework0.780
  A resource-sensitive combinatory algebra with modalities for copying; provides a fine-grained model of computation.
• linearityconcept0.778
  The sequential, continuous order of text, often challenged by diagrammatic branching.
• Linear Discriminant Analysismethod0.778
  IID mass-mean probing coincides with LDA when covariance is known; used to derive the corrected probe formula
• linear directionconcept0.776
  A straight vector in activation space, traditionally used for concept manipulation; claimed to be insufficient when true concept geometry is curved.