A social challenge to say the least: http://csarven.ca/presentations/call-for-linked-research/#problem-discovery … . The #SemanticWeb stack has the capability to do crazy awesome stuff, if only the data is available.
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There's a challenge out there (forget where) that uses attentional neural networks and the arxiv to learn image -> latex code for equations. It's one peice.
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Shoutout to the KWARC group,
@OpenDreamKit - maybe could be possible with a bit of extension onto MathML & ODM. Albeit, "Equation-matching" could pose an intriguing challenge, if not also "Alignment in formatting". Shoutout also to Mr. Knuth -
ODM might not be the correct acronym, actually - referencing rather OpenMath, and OMDoc. ODM is the name of an Object Management Group spec developing a unified syntactic model onto "Semantic Web" syntaxes, broadly.
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