concept vector

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

• concept vector computationmethod0.911
  Procedure extracting concept vectors as difference of mean activations between concept-exemplifying and baseline/negative sentences
• concept geometryconcept0.823
  The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.
• Contrastive concept vector extractionmethod0.819
  Method for obtaining concept vectors by subtracting activations from two contrasting prompts.
• Conceptconcept0.819
  Central entity of Jackson's framework: a structure invented to give coherent account of immediate consequences of actions; the building block of software design
• Function Vectorconcept0.798
  Type of steering vector enabling zero-shot task execution, cited from Todd et al. 2024
• concept representationconcept0.798
  How a neural network encodes a semantic concept internally, argued to be better captured by manifolds than by atomic features.
• Concept Algebraframework0.797
  Probabilistic framework formalizing concept-specific subspaces for targeted steering in generative models.
• Sense Vectorsconcept0.795
  Vectors acquired during pretraining in Backpack LMs that have a multiplication effect on model generation