concept
active
concept:reflection-rate

Reflection rate

Ratio of reflection steps to total reasoning steps, used to quantify reflection behavior

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.

  • No Reflectionconcept0.797
    Reflection level where the model is forced to output an answer immediately without revisiting reasoning.
  • Responses that name or describe the observing act without performing it; negatively correlated with high scores
  • A direction in the model's representation space that governs self-reflection behavior, computed as mean difference between reflection and non-reflection embeddings
  • Self-reflectionconcept0.789
    The ability of reasoning LLMs to review and revise previous reasoning steps during inference
  • The capacity to determine behaviour based on reflective normative/evaluative judgment.
  • One of four key isometries; reflection across a line (mirror line or axis of reflection).
  • The phenomenon where model reflections do not improve reasoning performance and can be reduced without accuracy loss
  • Reflection level where a model spontaneously revises reasoning without explicit trigger instructions.