News Summarization Using Fine-tuned LLMs -- T5, PEGASUS and BART
There are 2 summarization types:
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Extractive Summarization: Extractive summarization involves identifying and extracting key phrases, sentences, or segments directly from the original text to form a condensed version. It's akin to highlighting parts of the text that are deemed most informative or relevant.
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Abtractive Summarization: Abstractive summarization goes beyond mere extraction; it involves understanding the main ideas and then expressing them in new words. It's akin to reading a text and then explaining it in one's own words.
What we gonna do is Abtractive Summarization.