Summarize the following passage that describes various techniques used for automatic text summarization and their respective strengths and weaknesses.
Summarize the following passage that describes various techniques used for automatic text summarization and their respective strengths and weaknesses.
user
The given passage is expected to outline different methods employed for automatic text summarization and discuss their respective advantages and limitations. It may cover popular techniques like frequency-based methods that extract the most frequently occurring words or phrases, topic modeling approaches that identify key topics or themes, and advanced deep learning methods like sequence-to-sequence models or transformer architectures. The summary could highlight the trade-offs between these techniques in terms of factors like computational complexity, summary quality, and ability to capture context and semantics.
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: Summarize the main points of this article in a couple of sentences.


The Supreme Court on Friday blocked Oklahoma from executing death row inmate Richard Glossip after the state’s attorney general agreed Glossip’s life should be spared.

Glossip had been scheduled to be put to death on May 18 despite statements by new Oklahoma Attorney General Gentner Drummond that Glossip did not receive a fair trial.

An Oklahoma appeals court subsequently upheld Glossip’s conviction and the state’s pardon and parole board deadlocked in a vote to grant him clemency.
Response: A death row inmate's life was pared after the Supreme Court blocked Oklahoma from executing him.  The Oklahoma Attorney General felt the inmate did not have a fair trial and the state’s pardon and parole board could not agree on giving him clemency.

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.
