Roadmap:

Completed

• Least To Most

To Do

• Zero-Shot

  • Emotion Prompting
  • Role Prompting
  • Style Prompting
  • S2A
  • SimToM
  • RaR
  • RE2
  • Self-Ask

• Few-Shot

  • Example Generation
    • Example Ordering
    • Exemplar Selection

• Example Generation

  • SG-ICL
  • KNN
  • Vote-K
  • Zero-Shot CoT

• Thought Generation

  • Chain-of-Thought (CoT)
    • Few-Shot CoT
    • Chain-of-Thought (Thread-of-Thought)
    • Step-Back Prompting
    • Active-Prompt
    • Auto-CoT
    • Complexity-Based
    • Contrastive
    • Memory-of-Thought
    • Uncertainty-Routed CoT
  • COSP
  • DENSE
  • DiVeRSe
  • Max Mutual Information
  • Meta-CoT
  • MoRE
  • Self-Consistency
    • Universal Self-Consistency
  • USP
  • Prompt Paraphrasing
  • Chain-of-Verification
  • Self-Calibration
  • Self-Criticism
    • Self-Refine
    • Self-Verification
    • ReverseCOT
  • Cumulative Reasoning

• Decomposition

  • DECOMP
  • Faithful CoT
  • Least-to-Most
  • Plan-and-Solve
  • Program-of-Thought
  • Recurs-of-Thought
  • Skeleton-of-Thought
  • Tree-of-Thought