What are the differences between extractive and abstractive summarization?
An example of an AI chatbot conversation about summarization techniques and their differences.
What are the differences between extractive and abstractive summarization?
Extractive summarization selects key sentences from the text, while abstractive summarization generates new sentences.
Can you give me an example of each type?
Sure! For extractive, it might pull a sentence like 'AI is transforming industries.' For abstractive, it could say 'AI is revolutionizing various sectors.'
Which method is generally more effective?
Abstractive summarization is often more effective for coherence and readability, but it's also more complex to implement.
Are there any tools that use these methods?
Yes, tools like GPT-3 for abstractive and tools like Sumy for extractive summarization are popular.
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