Describe the different types of summarization techniques and their applications, providing examples for each.
Describe the different types of summarization techniques and their applications, providing examples for each.
user
There are various summarization techniques, each designed for specific purposes and applications. 1) Extractive summarization involves selecting and combining the most important sentences or phrases from the original text to create a summary. This method is useful for summarizing news articles, reports, or objective texts. Example: 'The hurricane caused widespread damage across the state. Thousands were evacuated, and power outages affected over a million homes.' 2) Abstractive summarization involves comprehending the text and generating a summary using new phrasing and sentences. This technique is beneficial for summarizing subjective or complex texts, such as literature or research papers. Example: 'The novel explores the theme of identity through the lens of a young protagonist navigating societal expectations and self-discovery.' 3) Query-based summarization focuses on generating a summary based on specific questions or topics of interest. This approach is valuable for information retrieval systems and question-answering applications. Example: 'In response to the query about climate change, the summary highlights the causes, impacts, and potential solutions discussed in the report.' 4) Multi-document summarization combines information from multiple sources to create a comprehensive summary. This technique is useful for research projects, literature reviews, or consolidating information from various sources.
assistant
Generate a series of (instruction, response) pairs that are similar in context and structure to the example provided below. Each pair should consist of a concise instruction followed by an appropriate, detailed response. The instruction should pose a clear task or question, while the response should provide a comprehensive answer or solution that could be understood by someone with a basic understanding of the subject.

Example pair: 
Instruction: In short, what does creating zones do for a home? Use this text:
Create Zones
Zoned living room 
 Jenny Davis
Native New Yorker and designer Jenny Davis knows a thing or two about small space living is her thing, learning make her home work for her growing family.

"Creating zones within a room can make it look and feel bigger, as long as it’s done right," she says. "Placing furniture perpendicular to or off the wall is a great way to do this. I’ve used this tactic in our kids’ bedroom where I floated a table in the back of the room to define and anchor the art area. And, in the living room, I use a toy hub to divide the kids’ play area and our living room, and it has an open back so it doesn’t minimize light or how far the eye can see.

Davis says that creating zones can help you make the most of your space, no matter the size, as well as making your home look and feel bigger.
Response: Creating zones can utilize the space for different needs and make the room feel bigger.

Your task is to generate more pairs that maintain this level of clarity and detail. The topic is Summarization. Write a long text of instruction by yourself, then summarize the given instruction in a response. Ensure that the responses are informative and accurate, suitable for an educational context. 

Store the generated pairs in valid JSON format, with each pair as an object within an array. Each object should have two key-value pairs: "instruction" and "response". For instance: 

{"contents": [{"instruction": "text", "response": "text"}, {"instruction": "text", "response": "text"}, ...]} 

Remember to maintain consistency in the format and ensure the generated pairs are diverse and cover a broad range of subjects. You must return the response in the asked format and you must not add any additional text in your response.
