concept
active
concept:representativeness-heuristic

Representativeness Heuristic

Cognitive psychology finding that humans judge typicality based on whether an outcome looks representative of the generating process, leveraged to explain why VS recovers diversity

Neighborhood — ranked by edge-count

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.

  • Cognitive tendency to judge frequency based on ease of recall, contributing to preference for typical responses in annotation
  • Nielsen and Molich's method for finding UI flaws by applying usability heuristics.
  • Relational Heuristicsframework0.799
  • RL-installed behaviors that reduce non-compliance on training prompt but do not generalize across prompt variations
  • Sentence-level pattern-matching heuristic counting regex-matched hits for six reasoning categories in chain-of-thought traces
  • Iterative procedure searching token counts in [50,100,...,1000] to find concatenation of (C)ARR satisfying IIT's Markov and conditional independence assumptions.
  • Property of conscious representations: they do not contain information about the fact that they are representations at the level of the representation itself
  • Selectivitymethod0.722
    Adapted control task metric measuring difference between odds-ratio on original task and arbitrary-label control task