2/ Why? Because, obviously, you can't read it all. It's hard enough just to read the most critical, let alone the near-infinite minutia.
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10/ Obviously, there are lots of tricky bits. (OCR on scans.) But, again, if you want to help, please ping me! My labor will all be OSS.
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8/ I'll release it along with some more tools that I'm writing while doing my dissertation at: http://falsifiable.com .
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4/ Contemporary NLP is good. Rather than search for keywords, search for ideas LIKE YOURS.
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6/ Then, it matches on similar ideas / segments / paragraphs rather than keyword predicates.
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7/ I've already started writing this. If your interested, follow me!
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3/ How do you do it? With *really shit* interface like Google Scholar. Open science is cool partially because it lets us do better!
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5/ Write it down your idea. Then, a tool projects it into a higher-dimensional representation.
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9/ But, the gist: because the papers are open, I can write tools against them! Can't do that with Elsevier anti-science walls.
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