4 Science-Based ChatGPT Strategies
Enhance Your ChatGPT Prompts: 4 Strategies to Supercharge Your Interactions
To get the most out of ChatGPT, refining your prompts is essential. A recent research paper found 26 ChatGPT prompting techniques that boost performance by 50%. Here are four of the best ones:
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1. Write Clear Instructions
Provide Examples:
- Instead of asking, "How can I improve my productivity?" say, "Can you give me five tips on how to improve productivity at work?"
Ask the Model to Adopt a Persona:
- Example: "Pretend you're a motivational coach. How would you advise someone to stay focused?"
Specify the Desired Length of the Output:
- Example: "Write a 200-word summary of the benefits of exercise."
Specify the Steps Required to Complete a Task:
- Example: "List the steps to create a blog post, including keyword research, drafting, and editing."
Include Details in Your Query to Get More Relevant Answers:
- Example: "Explain the process of photosynthesis in detail, including the role of chlorophyll."
Use Delimiters to Clearly Indicate Distinct Parts of the Input:
- Example: ```"Translate the following text to French: 'The quick brown fox jumps over the lazy dog.'"```
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2. Provide Reference Text
Instruct the Model to Answer Using a Reference Text:
- Example: "Based on the following paragraph, summarize the main points: ```The industrial revolution marked a major turning point in history; almost every aspect of daily life was influenced in some way.```"
Instruct the Model to Answer with Citations from a Reference Text:
- Example: "Using the text from 'To Kill a Mockingbird,' explain Atticus Finch's philosophy on justice."
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3. Split Complex Tasks into Simpler Subtasks
Summarize Long Documents Piecewise:
- Example: "Summarize the first chapter of 'Pride and Prejudice,' and then do the same for the second chapter."
Use Intent Classification to Identify Relevant Instructions:
- Example: "For a user query about setting up a new device, identify the key steps and provide detailed instructions."
For Long Conversations, Summarize or Filter Previous Dialogue:
- Example: "Summarize the key points from our previous chat about sustainable living."
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4. Give Models Time to "Think"
Ask the Model if It Missed Anything on Previous Passes:
- Example: "Review the steps you provided for setting up a website. Did you miss any important details?"
Instruct the Model to Work Out Its Own Solution Before Rushing to a Conclusion:
- Example: "First, outline your thought process for solving a quadratic equation, then provide the solution."
Use Inner Monologue or a Sequence of Queries to Hide the Model's Reasoning Process:
- Example: "Think step-by-step about how you would plan a vacation, then summarize your plan."
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Learning the best prompt engineering strategies will help you craft more effective prompts and achieve better results. By incorporating these strategies, you can enhance the precision and relevance of ChatGPT's responses, making it a more powerful tool for your needs.
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