Self-Reflection Data Generation

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

• Self-reflectionconcept0.857
  The ability of reasoning LLMs to review and revise previous reasoning steps during inference
• Self-Interaction Data Generationmethod0.838
  Technique where a model generates both sides of a conversation as the same persona, producing diverse synthetic training data
• Selfingconcept0.773
  Process of reifying one's identity as an independent self; meditation practices aim to decrease selfing.
• No Reflectionconcept0.771
  Reflection level where the model is forced to output an answer immediately without revisiting reasoning.
• Sampled-decoding self-reportmethod0.770
  Temperature=0.8 sampled decoding for self-report; reduces collapse moderately but remains discrete and noisy
• Synthetic Data Generationconcept0.767
  Application domain where VS is evaluated; diversity of synthetic data is shown to improve downstream model performance
• Self-reportconcept0.765
  The model's verbal description of its internal state, which may be accurate or confabulated.
• Described Reflectionconcept0.765
  Responses that name or describe the observing act without performing it; negatively correlated with high scores