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Best prompts for text summarization

by | Dec 18, 2024 | AI summarizer, Article Summarizer

Best prompts for text summarization

by | Dec 18, 2024 | AI summarizer, Article Summarizer


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90,000+ users on the Chrome Web Store

In today’s fast-paced, information-driven world, summarizing text effectively is more than just a technical skill. It is a strategic necessity. Whether you’re using PDF summarizers or refining business documents, mastering the art of crafting clear instructions is key to creating precise and impactful summaries. To achieve the best results, you need to choose the best AI prompts for summarizing tailored to your specific needs.

Why clarity matters

Think of explaining a task to a colleague. You would aim for precision and clarity to avoid misunderstandings. The same principle applies when working with AI. A well-crafted text summarization prompt ensures the summary meets your exact requirements, providing the clarity needed for actionable insights. Using a summary prompt designed to focus on key ideas can significantly enhance the relevance of the results.

Example

Instead of simply saying, “Summarize this text,” try: “You are a 7th-grade student with excellent comprehension and communication skills. Summarize the main points, steps, and vocabulary from the following text about building websites.” This kind of chatgpt prompt for summarizing text helps the AI produce a structured and contextually accurate summary.

Extra tips for better results

To maximize efficiency, consider the best summarization prompts that align with your goals. For example, if summarizing articles, use an AI prompt for summarizing articles that specifies the desired output format, such as bullet points or a narrative style. This strategy ensures that your summarizing strategies align with both the content and the intended audience.

Additionally, explore tools like Wiseone, which allow you to interact directly with online documents. By tailoring your prompt for summarization to the document’s context, you can optimize the process and generate high-quality results.


 

Why this matters

Clarity prevents the AI from veering into vague or irrelevant territory, saving time and ensuring your summaries are actionable.

Context and focus

Providing context is like setting the stage for a play, it helps the AI understand what’s important. Without it, your summaries risk being too broad or missing the mark.

What works

Instead of asking: “Summarize this meeting transcript.” Provide context and focus: “Provide a concise summary of the key decisions made during the Ethnicity and Diversity HR meeting transcript provided below. Focus on action items and recommendations.”

Pro tip

Consider who will read the summary. Tailoring the focus ensures that decision-makers, team members, or clients can immediately grasp what’s relevant to them.

 Level of detail

Not all summaries are created equal. Sometimes, a high-level overview suffices; other times, you need detailed breakdowns. Define this clearly in your prompt.

What works

High-level: “Summarize the highlights of the quarterly sales review meeting.” Detailed: “Summarize the quarterly sales review meeting in detail, focusing on revenue figures, performance by region, and recommendations for improvement.”

Why this matters

A mismatch between the desired detail and the summary provided can lead to frustration and extra work. A clear prompt aligns expectations.

Format and style

The format and style of your summary should match its purpose. Whether you need bullet points for quick reference or a persuasive narrative for stakeholders, let the AI know.

What works

  • “Summarize the presentation in a persuasive tone suitable for stakeholders, emphasizing benefits and ROI.”
  • “Provide a bulleted list of the key decisions and action items from the meeting.”

Human touch

AI responds better when given context about tone and audience. Use conversational language in your prompts to humanize the request, making the AI output more natural.

Extractive vs. abstractive summarization

Understanding the difference between extractive and abstractive summarization helps you choose the right approach for your content.
  • Extractive summarization: Directly pulls key sentences from the original text. Example: “Identify the most important sentences from this research paper and combine them into a summary.”
  • Abstractive summarization: Rewrites content in its own words to convey the essence of the text. Example: “Generate an abstractive summary of the provided article, rephrasing the content in three concise sentences.”

Pro tip by Wiseone

Use extractive for reports or technical documents where precise wording is critical. Opt for abstractive when narrative flow and creativity are needed.
With the Wiseone application, you can also specify in your prompt the pages of your PDF. This is a useful tip when you want to summarize specific pages

Character limit with your prompt

In today’s digital world, space often comes at a premium. When summaries are intended for tweets, metadata, or short emails, specify the character limit.

What works

“Summarize this press release in 200 characters or less. Text: {Insert Text}”

Human insight

Brevity doesn’t have to mean compromise. Well-crafted prompts help AI distill essential points without losing impact.

Interactive role

AI excels when it’s part of a two-way conversation. By giving it the freedom to ask clarifying questions, you can create a summary that evolves to meet your exact needs.

What works

“If the summary lacks clarity, ask for more context. Additionally, flag parts of the text that might need a deeper explanation.”

Tailoring prompts for different contexts

Every industry and use case demands a unique approach. Customize your prompts to reflect the specific context of your work.

Examples by industry

  • Research: “Summarize the methodologies and key findings of the research paper on renewable energy.”
  • Business: “Highlight the action points from the marketing strategy meeting, focusing on timelines and KPIs.”
  • Journalism: “Create a compelling headline and subheading for this article on AI advancements.”

Real-world application

Tailoring prompts to the audience ensures the summary aligns with their priorities, whether it’s analytical precision or engaging storytelling.

Final thoughts

AI is an incredibly powerful ally for text summarization, but the quality of its output hinges on the quality of your prompts. By being clear, contextual, and collaborative, you can guide AI to deliver summaries that are not only relevant but also impactful. Remember, the better your prompt, the better your result. So, take the time to craft prompts that truly speak to your needs and watch your efficiency soar. Your turn: Start with a specific task and apply these strategies to see how AI can revolutionize your summarization process. After all, the key to mastering text summarization lies in mastering your prompts.


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