Discuss the challenges and limitations of text summarization techniques.
Discuss the challenges and limitations of text summarization techniques.
user
Text summarization faces several challenges, including dealing with ambiguity, context-dependence, and the preservation of important details and nuances. Accurately identifying and prioritizing the most salient information can be difficult, especially for longer and more complex texts. Additionally, abstractive summarization techniques struggle with generating grammatically correct and coherent summaries while avoiding redundancy and maintaining factual accuracy.
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: Please summarize the following article in two sentences.

Six people were hurt -- two critically — when part of a heating and ventilation system collapsed at a resort pool in Colorado on Saturday, fire officials said.

There were 50 to 100 guests in the pool when the collapse occurred at about 9:50 a.m. Saturday at the Gaylord Rockies resort near Denver International Airport, Aurora Fire Rescue said.

Large metal ductwork and mechanical parts that were mounted on the ceiling crashed down upon the pool deck and into the water, covering nearly the entire area of the pool, agency spokeswoman Sherri-Jo Stowell said.
Response: A heating and ventilation system collapsed at a resort pool that injured six people.  Large metal ductwork and mechanical parts crashed down in the pool area where 50 to 100 guests were in the pool.

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.
