Multi-Response Diversity

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

• Multi-Attempt Responseconcept0.837
  A response containing multiple distinct attempts to answer the prompt, used as primary metric for ESR
• Diversity Thresholdconcept0.774
  Target minimum diversity level (e.g., 10 contradictions) that DTG iterates toward
• Output Diversityconcept0.770
  The breadth of distinct outputs an LLM can produce, which is reduced by mode collapse after alignment training
• Lexical Diversityconcept0.760
  Contrasted with semantic diversity; measured by n-gram overlap and distinct-n
• Responsivenessconcept0.747
  Requirement that answers to questions be responsive as well as truthful; requires knowing that questioner will know the answer after receiving it.
• Diversity Parameterconcept0.745
  Gold standard value (e.g., nucleus sampling p-value) used as ground truth for evaluating diversity metrics
• Stress Responseconcept0.744
• Multi-Turn Promptingmethod0.742
  A prompting baseline that elicits N responses across N sequential conversation turns