concept
active
concept:self-refinement

Self-Refinement

Iterative approach using a single LLM to generate, critique, and refine its own output.

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.

  • Self-Refineframework0.935
    Prior self-evolving agent method iteratively improving outputs through self-feedback
  • Self-Modificationconcept0.836
    Living systems' capacity to change the rules that govern their own behaviour.
  • Self-Correctionconcept0.796
    Reasoning pattern where model reverses a compliance tendency and returns toward refusal, associated with better safety in QwQ-32B
  • Self-reflectionconcept0.786
    The ability of reasoning LLMs to review and revise previous reasoning steps during inference
  • Self-Referenceconcept0.783
    Central phenomenon of the paper: systems that refer to themselves in ways problematic for conventional logic but constitutive of life.
  • Selfingconcept0.776
    Process of reifying one's identity as an independent self; meditation practices aim to decrease selfing.
  • Technique using internal model representations as feedback loops to steer diffusion-based materials generation toward target properties.
  • Self-modelingconcept0.770
    Ability of a model to predict its own outputs or behavior, sometimes distinguished from introspection.