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Advanced Extractive Text Summarization #101

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merged 2 commits into from
Nov 21, 2024
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one-Alive
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Welcome to the Advanced Extractive Text Summarization Model! This project uses Natural Language Processing (NLP) techniques to automatically distill essential points from lengthy content, making it an invaluable tool for handling reports, research papers, news articles, and more.

🚀 Project Overview

This model leverages NLP to:

  1. Extract key sentences from a body of text.
    
  2. Score sentences based on their importance using features like TF-IDF, sentence length, position, and presence of named entities.
    
  3. Cluster related sentences via K-means to highlight critical points from various thematic groups.
    

Why It Matters
In today’s information-dense world, quickly understanding critical points from long documents is essential. This model saves time and boosts productivity by providing concise summaries while preserving core insights.
Screenshot 2024-11-07 132930

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github-actions bot commented Nov 7, 2024

👋 @one-Alive 👋

We're delighted to have your pull request! Please take a moment to check our contributing guidelines and ensure you've filled out the PR template for a smooth process. We will review it soon.

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@king04aman king04aman left a comment

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Thank You for your valuable contribution @one-Alive.

@king04aman king04aman merged commit c0e5d1a into king04aman:main Nov 21, 2024
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👋 @king04aman 👋

🎉 You've just merged your pull request! We're excited to have you in our community. Keep up the fantastic contributions to the project!

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2 participants