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Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

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Scripts-for-extractive-summarization

Scripts for an upcoming blog "Extractive vs. Abstractive Summarization" for RaRe Technologies.

Requirements:

  1. Gensim
  2. Pyteaser
  3. Sumy
  4. NLTK
  5. pythonrouge by tagguci

The following extractive summarization algorithms have been used:

  1. Gensim's TextRank
  2. Sumy's implementation of Luhn's algorithm
  3. Sumy's LexRank implementation
  4. Sumy's LSA implementation
  5. Pyteaser: python implementation of TextTeaser.

Link to the blog: https://t.co/YidmkzqRVW