1 min readfrom Machine Learning

[D] ICML Rebuttle Acknowledgement

Our take

Navigating the ICML rebuttal process can be frustrating, especially when reviewers acknowledge your efforts without adjusting their scores. After receiving three out of four acknowledgments, it appears that most reviewers are sticking with their initial positive evaluations, while one remains unresponsive despite your comprehensive revisions and additional experiments. This raises an important question: Is it typical for reviewers to request extensive edits and then provide minimal feedback?

I've received 3 out of 4 acknowledgements, All of them basically are choosing Option A without changing their scores, because their initial scores were already positive. Meanwhile, the 4th reviewer had already given me a 3 and still hasn’t replied.

What frustrates me is that I didn’t just clarify a few points. I ran a lot of additional experiments and wrote proofs to address every request they raised. So is this really how the process is supposed to work? Reviewers can ask for as many edits, experiments, and proofs as they want, and in the end all you get is “thanks for your response” with no score update?

I’m trying to understand whether this is normal or if I just got unlucky.

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