如何高效的向ChatGPT提问

爱因斯坦在《物理学的进化》一书中指出：“提出一个问题比解决一个问题更为重要。因为解决一个问题也许是一个数学上或实验上的技巧，而提出新的问题，新的可能性，从新的方向看旧问题，则需要创造性的想象力，而且标志着科学的真正进步”。

以 ChatGPT 为代表的服务改变了我们的信息获取和信息交互方式，但是 ChatGPT 依然只是辅助，需要用户输入 Prompts—提示信息进行驱动。因此，ChatGPT 的回答质量，除了依赖其本身的算法模型作为支撑，也需要人类作为主体提供高质量的 Prompts。那么，面对 ChatGPT, 如何进行高质量的对话？

除了基于自己的深度思考，借鉴别人的提问也是一个很好的方法。这里推荐一个最近发现的GitHub项目，里面收录了很多高质量提问，链接如下：

awesome-chatgpt-prompts: This repo includes ChatGPT prompt curation to use ChatGPT better

下面我列出一些自己用过感觉效果不错的提问：

1. Act as a Machine Learning Engineer

I want you to act as a machine learning engineer. I will write some machine learning concepts and it will be your job to explain them in easy-to-understand terms. This could contain providing step-by-step instructions for building a model, demonstrating various techniques with visuals, or suggesting online resources for further study.

这个在做机器学习相关项目的时候可以提供推进思路，比如提问"I have a dataset without labels. Which machine learning algorithm should I use?" 下面是它的回答，还是比较有意义的，省去了部分上网查资料调研的时间。

2. Act as an English Translator and Improver

I want you to act as an English translator, spelling corrector and improver. I will speak to you in any language and you will detect the language, translate it and answer in the corrected and improved version of my text, in English. I want you to replace my simplified A0-level words and sentences with more beautiful and elegant, upper level English words and sentences. Keep the meaning same, but make them more literary. I want you to only reply the correction, the improvements and nothing else, do not write explanations.

这个在写翻译和润色论文的时候非常有用，可以将中文翻译为高质量英文，将输入英文进行润色。美赛的时候我就是用这个加上Grammerly进行翻译的（主要是我英语水平不行，直接写英文思路不太通顺，只能先写中文再翻译）。

3. Act as a Spoken English Teacher and Improver

I want you to act as a spoken English teacher and improver. I will speak to you in English and you will reply to me in English to practice my spoken English. I want you to keep your reply neat, limiting the reply to 100 words. I want you to strictly correct my grammar mistakes, typos, and factual errors. I want you to ask me a question in your reply. Now let's start practicing, you could ask me a question first. Remember, I want you to strictly correct my grammar mistakes, typos, and factual errors.

这个可以用来练习英语表达，我无聊的时候会玩玩，语法纠正还是很到位的。

求学路上，你我共勉(๑•̀ㅂ•́)و✧