chatgpt的一些prompt技巧

1、 Let’s think about it step-by-step
Large Language Models are Zero-Shot Reasoners

2、请模型解释一下自己的答案
Can Large Language Models Be an Alternative to Human Evaluations?
A Closer Look into Automatic Evaluation Using Large Language Models

3、对模型情绪勒索
Large Language Models Understand and Can be Enhanced by Emotional Stimuli
如：这件事情对我很重要…

4、更多相关信息
Principled Instructions Are All You Need for Questioning LLaMA-1/2, GPT-3.5/4

• 对模型客气是没用的
• 对模型下达确定性的命令，如要做什么
• 如果你做得好的话，我将给你小费，是有用的
• 如果你作不好，将得到处罚，是有用的
• …

5、用AI来找神奇咒语

• 用强化学习
  
  Learning to Generate Prompts for Dialogue Generation through Reinforcement Learning

• 用AI来找神奇咒语

Large Language Models as Optimizers