NLP Projects | Text Summarization Using NLP | Auto Text Summary

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Learn how to summarize any text and extract keywords. We've explained the concept and shown the gensim implementation!

Automatic text summarization is basically summarizing of the given paragraph using natural language processing and machine learning. There has been an explosion in the amount of text data from a variety of sources. This volume of text is an invaluable source of information and knowledge which needs to be effectively summarized to be useful.

Here are some significant reasons why we need text summarization-
• Text summarization shortens reading time.
• Automatic summarization improves the effectiveness of searching, i.e., it speeds up searching for necessary information among vast quantities of data.
• The text summarization technique boosts the volume of data stored in a particular space.
• Human summarizers are more biased and inaccurate than automatic summarizing techniques.
• Business providers can enhance the volume of texts they can handle by using automatic or semi-automatic summarizing systems.

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#nlp #gensim #textsummarization #machinelearning #nltk
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Can we do this using a textbook? Like, instead of providing the text we provide and entire text book and then for a particular topic's summary?

anaghaanu

but it doesn't work now mam
get a error in scipy

kishorekumark

background music ko change kro ya slow kro ...baki sub mast

alpanapatra

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