I am posting it again, because I am afraid, that my previous post is no more being watched.
I have eventually figured out a pretty neat way to collectively annotate ML papers. Please go here: https://hypothes.is/alpha/# , install the extension or bookmarklet and look on the 7 steps, which are mentioned there. Then go here: http://arxiv.org/pdf/1207.0580v1.pdf and enable the extension in url bar. You should see my test annotation on the right side. If you create an account, you can comment my annotation or create your own. But don't forget to set the comment as public. I hope you would be as impressed as me. It's still alpha, so for some pdf documents it doesn't work. Often the lengthy ones. But the developers told me, that this will be fixed very soon (Tomorrow). You can look at this intro: http://youtu.be/QCkm0lL-6lc . I would like to know your feedback, how we could organize this. I was thinking about creating the github page, with links of papers, which are being annotated. Plus some voting for papers to add. I would start very simple at first, with only a few papers, so people will not loose interest, because of no participation on some paper.
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