concept
active
concept:reflection-rateReflection rate
Ratio of reflection steps to total reasoning steps, used to quantify reflection behavior
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- 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
- 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.