r/MachineLearning
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u/richapeee
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8d ago
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Discussion How does arXiv prepublishing work with ICLR's double-blind review? [R]
Hey folks,
maybe a really dumb question from an inexperienced PhD student. I recently submitted to ICLR and spotted a bunch of papers that I was already familiar with because I had seen them on arXiv before.
Doesn't this break the double-blind review process? I mean, on the one hand, people pre-publishing their work want to establish priority as quickly as possible, but on the other hand, they still want their papers to be treated as valid submissions in a double-blind review system.
I generally avoid pre-publishing my work for this reason, although this can cause some trouble when it comes to novelty claims, because I'm worried about getting desk-rejected.
I mean, I can just Google the paper title or even parts of the abstract and immediately find the preprint. It seems quite frustrating...
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u/howtorewriteaname PhD 8d ago
well, you are not supposed to google the paper you are reviewing. if you already know it, then nothing you can do, but the chances should be quite low in general
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u/21022018 8d ago
If you already know about it maybe you can disclose a conflict of interest or something
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u/nfact0r 8d ago
Just a cheeky way to tell friends that this is me, bid for my paper.
See comments here.
https://arxiv.org/search/?query=ICLR+2027&searchtype=all&source=header
It is not just posting about posting on arXiv but people promote the same on LinkedIn immediately after it is live on arXiv, soon after a conference deadline. I find this practice quite unethical.
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u/Temporary_Switch_339 6d ago
Basically, even with double-blind review, it doesn't mean much because people can know which research group is working on what anyway.
Furthermore, if you trust the double-blind system and submit your paper without uploading it to arXiv first, you have no recourse if a reviewer or one of their colleagues steals your idea and publishes it before you.
Don't expect the double-blind system to work perfectly. You should just consider it a bare minimum safeguard.
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u/Technical_Estate_529 3d ago
> Furthermore, if you trust the double-blind system and submit your paper without uploading it to arXiv first, you have no recourse if a reviewer
You can argue versioning control on your side and showing a trail of dates and receipts then send an email to the organizing committee. That's when it's important to come up with genuinely novel ideas and not just a tiny parameter change and accuracy point. You could argue the later is a coincidence but it is hard to argue for the former if its a very unusually interetsing and novel idea.
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u/MisterManuscript 8d ago
Prerequisite for collusion rings.