Summarize the following comparison of different summarization techniques and their respective strengths:

There are various techniques and approaches to summarization, each with its own strengths and suitable applications. Here's a comparison of some common summarization techniques:

1. Extraction-based summarization: This technique involves identifying and extracting the most important sentences or phrases from the original text to create a summary. Its strength lies in preserving the original wording and phrasing, making it suitable for summarizing factual or technical information where precision is paramount.

2. Abstraction-based summarization: This approach involves analyzing the content, understanding the main ideas, and then generating new sentences to express those ideas concisely. The strength of this technique is its ability to produce more coherent and fluent summaries, as it allows for rephrasing and restructuring the information. It is well-suited for summarizing more complex or narrative content.

3. Hybrid summarization: As the name suggests, this technique combines elements of both extraction and abstraction. It may involve extracting key sentences and then rephrasing or synthesizing them into a more cohesive summary. The strength of this approach is its flexibility, allowing for both preservation of original wording and rephrasing for clarity and coherence.

4. Query-based summarization: This technique generates summaries tailored to specific queries or questions, focusing on the most relevant information to the query. Its strength lies in providing targeted and focused summaries, making it useful for information retrieval tasks or summarizing content based on specific user needs.

5. Topic-based summarization: This approach involves identifying and summarizing the main topics or themes present in the text. Its strength is its ability to provide a high-level overview of the content, making it suitable for quickly understanding the overarching subjects or topics covered.

The choice of summarization technique often depends on factors such as the nature of the content, the desired level of detail, the intended audience, and the specific purpose of the summary. Some techniques may be more appropriate for certain types of texts or applications than others.
Summarize the following comparison of different summarization techniques and their respective strengths:

There are various techniques and approaches to summarization, each with its own strengths and suitable applications. Here's a comparison of some common summarization techniques:

1. Extraction-based summarization: This technique involves identifying and extracting the most important sentences or phrases from the original text to create a summary. Its strength lies in preserving the original wording and phrasing, making it suitable for summarizing factual or technical information where precision is paramount.

2. Abstraction-based summarization: This approach involves analyzing the content, understanding the main ideas, and then generating new sentences to express those ideas concisely. The strength of this technique is its ability to produce more coherent and fluent summaries, as it allows for rephrasing and restructuring the information. It is well-suited for summarizing more complex or narrative content.

3. Hybrid summarization: As the name suggests, this technique combines elements of both extraction and abstraction. It may involve extracting key sentences and then rephrasing or synthesizing them into a more cohesive summary. The strength of this approach is its flexibility, allowing for both preservation of original wording and rephrasing for clarity and coherence.

4. Query-based summarization: This technique generates summaries tailored to specific queries or questions, focusing on the most relevant information to the query. Its strength lies in providing targeted and focused summaries, making it useful for information retrieval tasks or summarizing content based on specific user needs.

5. Topic-based summarization: This approach involves identifying and summarizing the main topics or themes present in the text. Its strength is its ability to provide a high-level overview of the content, making it suitable for quickly understanding the overarching subjects or topics covered.

The choice of summarization technique often depends on factors such as the nature of the content, the desired level of detail, the intended audience, and the specific purpose of the summary. Some techniques may be more appropriate for certain types of texts or applications than others.
user
The comparison outlines different summarization techniques: extraction-based (preserving original wording, suitable for factual/technical content), abstraction-based (generating new sentences, coherent for complex/narrative content), hybrid (combining extraction and abstraction), query-based (tailored to specific queries), and topic-based (summarizing main themes/overarching topics). Each technique has its strengths, and the choice depends on factors like the content type, desired detail level, audience, and purpose.
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: Condense this film info for me into only two sentences: 

What is this film about?
The official synopsis for "Guardians of the Galaxy Vol. 3" from Marvel Studios reads:


"Peter Quill, still reeling from the loss of Gamora, must rally his team around him to defend the universe along with protecting one of their own. A mission that, if not completed successfully, could quite possibly lead to the end of the Guardians as we know them."

As evidenced from the film's trailers, it seems as though the Guardians will be protecting Rocket from the High Evolutionary, as the two of them apparently have an intense backstory.

PHOTO: Rocket (voiced by Bradley Cooper) is shown in Marvel Studios' Guardians of the Galaxy Vol. 3.
Rocket (voiced by Bradley Cooper) is shown in Marvel Studios' Guardians of the Galaxy Vol. 3.
Courtesy of Marvel Studios
Cooper confirmed as much when speaking to "GMA" at the film's premiere, saying, "Honestly, it was very emotional to play [Rocket]."

MORE: Bradley Cooper reveals what playing Rocket meant to him in 'Guardians of the Galaxy'
"You really get a chance to understand how he came to be," Cooper continued. "Rocket went through a lot."

PHOTO: Chukwudi Iwuji appears as The High Evolutionary in Marvel Studios' Guardians of the Galaxy Vol. 3.
Chukwudi Iwuji appears as The High Evolutionary in Marvel Studios' Guardians of the Galaxy Vol. 3.
Courtesy of Marvel Studios
Iwuji teased the High Evolutionary's villainy, saying, "He is such a great villain to play. I had so much fun playing him."

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"He's bad ... he's really bad," he added. "He really does do some horrible things, but it's a joy to play those [roles]."
Response: Guardians of the Galaxy Vol. 3 focuses on Peter Quill, who is still getting over Gamora's death, as he and the others protect Rocket from the High Evolutionary. You get to see how Rocket came to be and a great villain who does horrible things. 

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.
