https://elifesciences.org/labs/743da0fc/sciencebeam-using-open-technology-to-extract-knowledge-from-research-pdfs

This article has links to few other tools and libraries on can use to extract 
semantic data from PDF.  The performance of these tools are not so great yet.


best,
   dilawar

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