How does extractive summarization differ from other summarization techniques?
An example of an AI chatbot conversation about comparing extractive summarization with other methods.
What is extractive summarization?
Extractive summarization is a technique that selects and compiles key sentences from a text to create a summary.
How does it differ from abstractive summarization?
Unlike extractive summarization, which uses existing sentences, abstractive summarization generates new sentences to convey the main ideas.
What are the advantages of using extractive summarization?
Extractive summarization is often simpler and faster, as it relies on existing text, making it easier to implement.
Are there any limitations to extractive summarization?
Yes, it may miss the overall context and coherence, as it doesn't rephrase or synthesize information like abstractive methods.
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