OfemEver read something super cool, but then forget it all like a sandcastle at the beach? Yeah, me too! It’s hard to grab the important stuff from big chunks of text, right? Well, guess what?
We have a secret weapon: Chatgpt Prompts! These special phrases are like keys that unlock understanding, turning confusing stuff into short, clear summaries.
It’s like having a superpower for reading! So buckle up, because in this blog post, we’ll learn all about 50 best chatgpt prompts for summerizing!
Why Use Chatgpt Prompts for Summarizing?
Think of Chatgpt like your super-smart robot friend who’s really good at helping you with your writing homework. But why would you want to use this robot friend to help you summarize things?
Imagine this: you’re a digital marketer, which means you’ve got a whole lot of cool stuff to tell your customers.
The problem is, sometimes you have so much to say, it feels like you’re trying to cram a whole book into a teeny tiny message or social media post.
You can’t send them a whole novel, can you? That’s where summarizing becomes your superpower.
Using Chatgpt prompts to summarize can help you take all those big ideas and shrink them down so they fit just right.
Like how you can take a whole pile of play-doh and squish it down into a fun shape. That way, you can share all your information in a way that doesn’t overwhelm your customers.
It’s like giving them the ‘too long; didn’t read’ version of your message. They’ll appreciate getting all the good stuff without having to read a whole book. Plus, it means you can reach more people with your message, which is pretty great.
Types of Summarization
Extractive Summarization: This type picks out the most important sentences from a text and uses them to create a summary. It’s like selecting and combining puzzle pieces to give a shorter version of the original.
- Note: It keeps the exact words from the original text, but the summary might not always read smoothly.
Abstractive Summarization: Instead of just picking sentences, this type understands the text and creates new sentences that capture the main ideas. It’s like rewriting the story in a shorter way.
- Note: It’s more flexible but needs a good understanding of the text, and the summary may include new information.
Single-Document Summarization: Summarizing one document or article at a time.
- Note: Useful for condensing information from a single source, like news or research articles.
Multi-Document Summarization: Summarizing information from many documents on the same topic.
- Note: Helpful when you want a summary that includes different viewpoints or a lot of information.
Generic Summarization: Making a general summary of the main ideas in a text.
- Note: Commonly used for summarizing things like news articles or regular documents.
Query-Based Summarization: Creating a summary based on specific questions or searches.
- Note: Useful in search engines to provide short and relevant information based on what someone is looking for.
Update Summarization: Changing an existing summary with new information.
- Note: Handy for things that get updated often, like news articles that add new details over time.
50 best chatgpt prompts for summerizing
Here are five prompts for each type of summarization that you can try out:
Extractive Summarization:
Prompt 1:
- Instructions: “Extract the most important sentences from the following text and provide a concise summary.”
- Text: [Insert the original text here.]
Prompt 2:
- Instructions: “Identify key phrases in the passage below and use them to generate an extractive summary.”
- Text: [Insert the original text here.]
Prompt 3:
- Instructions: “Select sentences that capture the main points in the following content and create an extractive summary.”
- Text: [Insert the original text here.]
Prompt 4:
- Instructions: “Summarize the given article by extracting the most relevant sentences to convey the essential information.”
- Text: [Insert the original text here.]
Prompt 5:
- Instructions: “Provide a summary by picking out the crucial details from the passage below.”
- Text: [Insert the original text here.]
Abstractive Summarization:
Prompt 1:
- Instructions: “Generate an abstractive summary for the following text, expressing the main ideas in a condensed form.”
- Text: [Insert the original text here.]
Prompt 2:
- Instructions: “Rephrase and condense the information in the passage to create an abstractive summary.”
- Text: [Insert the original text here.]
Prompt 3:
- Instructions: “Use natural language generation to produce a concise and coherent abstractive summary for the given content.”
- Text: [Insert the original text here.]
Prompt 4:
- Instructions: “Create a shorter version of the following text by generating new sentences that capture the core meaning.”
- Text: [Insert the original text here.]
Prompt 5:
- Instructions: “Summarize the content below by rephrasing and presenting the main ideas in a more condensed form.”
- Text: [Insert the original text here.]
Single-Document Summarization:
Prompt 1:
- Instructions: “Provide a summary for the following article, condensing the key information while maintaining coherence.”
- Text: [Insert the original text here.]
Prompt 2:
- Instructions: “Summarize the given document, focusing on capturing the main points and essential details.”
- Text: [Insert the original text here.]
Prompt 3:
- Instructions: “Generate a concise summary for the article below, highlighting the main ideas and key takeaways.”
- Text: [Insert the original text here.]
Prompt 4:
- Instructions: “Summarize the content provided, emphasizing the central themes and critical information.”
- Text: [Insert the original text here.]
Prompt 5:
- Instructions: “Condense the information in the following text to create a clear and concise single-document summary.”
- Text: [Insert the original text here.]
Multi-Document Summarization:
Prompt 1:
- Instructions: “Summarize information from the following multiple documents on the same topic, providing a comprehensive overview.”
- Text: [Insert the original text(s) here.]
Prompt 2:
- Instructions: “Generate a summary that incorporates perspectives from various sources on the given topic.”
- Text: [Insert the original text(s) here.]
Prompt 3:
- Instructions: “Create a summary by combining information from different documents related to the same subject.”
- Text: [Insert the original text(s) here.]
Prompt 4:
- Instructions: “Summarize the content provided, considering multiple documents to present a well-rounded overview of the topic.”
- Text: [Insert the original text(s) here.]
Prompt 5:
- Instructions: “Provide a summary that consolidates information from various sources, offering a comprehensive understanding of the subject.”
- Text: [Insert the original text(s) here.]
Generic Summarization:
Prompt 1:
- Instructions: “Create a general summary for the following text, focusing on the main ideas and essential information.”
- Text: [Insert the original text here.]
Prompt 2:
- Instructions: “Summarize the article below in a way that captures the key points without delving into specific details.”
- Text: [Insert the original text here.]
Prompt 3:
- Instructions: “Generate a summary that provides a broad overview of the content, highlighting the main themes.”
- Text: [Insert the original text here.]
Prompt 4:
- Instructions: “Condense the information in the passage to create a general summary that communicates the central ideas.”
- Text: [Insert the original text here.]
Prompt 5:
- Instructions: “Provide a brief and general summary for the given text, capturing the main concepts and overarching themes.”
- Text: [Insert the original text here.]
These prompts can be adapted for various use cases, and by adjusting the instructions and input texts, you can tailor them to specific summarization tasks.
Certainly! Here are prompts for the remaining two types of summarization:
Query-Based Summarization:
Prompt 1:
- Instructions: “Generate a summary based on the user query: ‘[Insert specific query or question here].’ Condense the information to provide a relevant and concise response.”
- Text: [Insert the original text here.]
Prompt 2:
- Instructions: “Summarize the content in response to the following user question: ‘[Insert query].’ Ensure that the summary addresses the query’s key points.”
- Text: [Insert the original text here.]
Prompt 3:
- Instructions: “Create a summary tailored to the user’s inquiry: ‘[Insert user query].’ Focus on presenting information that directly addresses the query.”
- Text: [Insert the original text here.]
Prompt 4:
- Instructions: “Generate a concise summary that responds to the user’s question: ‘[Insert specific query].’ Extract and present the most relevant information.”
- Text: [Insert the original text here.]
Prompt 5:
- Instructions: “Summarize the given text with emphasis on answering the user’s query: ‘[Insert user question].’ Ensure the summary is informative and to the point.”
- Text: [Insert the original text here.]
Update Summarization:
Prompt 1:
- Instructions: “Update the existing summary with the latest information from the following text. Integrate the new details while maintaining coherence and brevity.”
- Text: [Insert the original summary here. Insert the new information to be integrated here.]
Prompt 2:
- Instructions: “Revise the summary based on the updates provided in the following content. Ensure that the summary reflects the most recent and relevant information.”
- Text: [Insert the original summary here. Insert the updated information here.]
Prompt 3:
- Instructions: “Incorporate the new information into the existing summary, making it current and reflective of the latest developments in the following text.”
- Text: [Insert the original summary here. Insert the updated information here.]
Prompt 4:
- Instructions: “Update the summary with the additional details provided in the following text. Ensure that the revised summary accurately represents the latest information.”
- Text: [Insert the original summary here. Insert the updated information here.]
Prompt 5:
- Instructions: “Revise the summary by integrating the latest information from the following content. Keep the summary concise while reflecting the most recent updates.”
- Text: [Insert the original summary here. Insert the updated information here.]
Tips for Improving ChatGPT prompts Summarization Results
Improving ChatGPT’s summarization results involves crafting effective prompts that guide the model to generate the desired summaries. Here are some tips to enhance the quality of summarization results:
Be Clear and Specific: Provide clear and specific instructions in your prompts. Clearly communicate the desired outcome to guide ChatGPT in understanding the task.
Specify the Type of Summarization: Explicitly mention whether you are looking for extractive or abstractive summarization. This helps set the context for the model to generate appropriate summaries.
Include Key Terms: Include key terms or phrases in your prompts that you want the summary to focus on. This helps ChatGPT understand the important elements to include in the summary.
Adjust Length Requirements: Specify the desired length of the summary in the prompt. You can indicate whether you want a short, concise summary or a more detailed one, depending on your needs.
Provide Examples: Include example summaries or key points to illustrate what you’re looking for. This can help the model understand the style and content expectations.
Use User-Centric Language: If you’re seeking a summary based on user queries, use language that a user might use when asking for information. This helps ChatGPT understand the user’s perspective.
Experiment with System and User Prompts: Experiment with both system-level instructions (directing the model behavior) and user-level instructions (providing context from a user’s perspective) to see which approach yields better results.
Remember to adapt these tips based on your specific use case and the nature of the content you are summarizing.
Fine-tuning prompts and parameters often involves some trial and error to achieve optimal results.
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