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LMs LLMs LLMs LLM PDF : https://www.promptingguide.ai/jp PDF DAIR.AI DAIR.AI https://www.promptingguide.ai/jp

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API LLM Temperature Top_p LLM LLM

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LLM

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QA QA "Q: < >?" zero-shot prompting few-shot prompting few-shot prompting

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: OpenAI Cohere

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1

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NLP

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LLM role prompting

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Copilot LLM

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LLM LLM

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LLM Wei RLHF : ChatGPT Zero-Shot

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Few-shot prompting 1 1 / Few-Shot

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Few-shot Prompting Few-shot prompting Chain-of-Thought (CoT) prompting

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Chain-of-Thought (CoT) Few-shot prompting 1 Chain-of-thought (CoT)

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Zero-shot CoT Zero-shot COT Prompting

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Self-Consistency 1 Self-Consistency CoT Self-Consistency

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LLM 1 Liu et al. 2022 LLM

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Yao et al. Long ToT LLM ToT LLM ToT Hulbert ToT "Tree-of-Thought Prompting" LLM Tree of Thoughts (ToT)