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Are there some free abstractive summarization tools available?

Posted on 2015/10/142016/09/02 by mendicott

Are there some free abstractive summarization tools available?

Abstractive summarization is an unsolved problem, requiring at least components of artificial general intelligence.  I believe there is no complete, free abstractive summarization tool available.  However, there seem to be some partial ones, revealed by a quick search of GitHub….

github.com/search?q=abstractive-summarization

  • facebook/NAMAS – Neural Attention Model for Abstractive Summarization
  • ellej16/SumMe – An Abstractive summarizer for online news articles
  • summarization/semantic_summ – semantic summarization using abstract meaning representation (AMR)
  • trungvv91/ATSTool – Abstractive Text Summarization
  • siddBanPsu/AbTextSumm – Abstractive Summarization IJCAI paper code
  • Megha91/Modelling-the-Abstractive-Summarization-Process

You can see from the hand-annotated Abstract Meaning Representation (AMR) how much effort needs to go into this….

See also my quick and dirty webpages:

  • Abstractive Summarization 2013 | Meta-Guide.com
  • Abstractive Summarization 2014 | Meta-Guide.com
  • Meta Superintelligence Labs Faces Instability Amid Talent Exodus and Strategic Overreach
  • Meta Restructures AI Operations Under Alexandr Wang to Drive Superintelligence
  • From Oculus to EagleEye and New Roles for Virtual Beings
  • Meta Reality Labs and Yaser Sheikh Drove Photorealistic Telepresence and Its Uncertain Future
  • Meta’s Australian Enforcement Pattern Shows Structural Bias Functioning as Persecution

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