sp26-cs639 cs639
Practice Questions: Prompting, ICL & Reasoning Practice Questions: Prompting, ICL & Reasoning
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Sign in to read1. Zero-Shot vs Few-Shot Prompting [zero-shot, few-shot, ICL]
2. Prompt Sensitivity [prompt sensitivity, recency bias, order effects]
3. Hard Prompt Search Methods [GrIPS, Promptbreeder, GEPA]
4. Soft Prompting and Prefix-Tuning [soft prompting, prefix-tuning, parameter efficiency]
5. Self-Consistency and Ensemble Methods [self-consistency, majority vote, test-time scaling]
6. OPRO: LLM as Optimizer [OPRO, prompt optimization, meta-optimization]
7. Chain-of-Thought Prompting [CoT, zero-shot CoT, few-shot CoT]
8. Tree of Thoughts [Tree of Thoughts, search strategies, thought decomposition]