reconstruction accuracy

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

• Accuracy Criterionconcept0.775
  Criterion requiring that model's description of internal state be accurate, distinguishing genuine introspection from confabulation.
• Three-dimensional reconstruction techniquesmethod0.742
  Methods for visualizing fungal networks in ants.
• Local Linear Reconstruction Errormethod0.738
  Measures how well an intervened point can be expressed as a convex combination of nearby natural manifold points
• Sparsity-reconstruction tradeoffconcept0.737
  The balance between how sparse and how faithful a decomposition is; VPD achieves a better tradeoff than transcoders.
• Interchange Intervention Accuracymethod0.736
  Proportion of aligned interchange interventions with equivalent high-level and low-level effects; graded measure of causal abstraction.
• Accuracy (Free Energy term)concept0.734
  Expected log likelihood of data under posterior beliefs; measures fit to observations.
• Accuracy does not vary linearly with latent reflection directions; instead it follows a more non-linear mapping that requires deeper theoretical treatment.claim0.733
  Theoretical limitation identified by the authors distinguishing reflection from stylistic tasks.
• Sauers' reconstruction experimentmethod0.725
  Statistical method: ask model to recall random numbers from earlier outputs, with and without providing explanation of transformer architecture; measure reconstruction accuracy distribution.