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framework:concept-algebra

Concept Algebra

Probabilistic framework formalizing concept-specific subspaces for targeted steering in generative models.

Related by similarity (8)

cosine ≥ 0.65 · no typed edge

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

  • Conceptconcept0.840
    Central entity of Jackson's framework: a structure invented to give coherent account of immediate consequences of actions; the building block of software design
  • concept geometryconcept0.838
    The spatial/geometric organization of conceptual structure within neural network representations; central to the paper's thesis.
  • Procedure extracting concept vectors as difference of mean activations between concept-exemplifying and baseline/negative sentences
  • How a neural network encodes a semantic concept internally, argued to be better captured by manifolds than by atomic features.
  • Software Conceptsconcept0.798
  • concept vectorconcept0.797
    Computed directional vector in activation space representing a specific concept, used for injection experiments
  • Concept Latticeconcept0.789
    Central algebraic structure in FCA that orders formal concepts and preserves information from formal contexts.