April 11, 2026•1 min read•from Machine Learning

TMLR reviews stalled [D]

Our take

After submitting a regular paper to TMLR in February, you noticed that the status changed to “under review” six weeks ago. Although TMLR’s website indicates that reviews for regular submissions are typically completed within two weeks, you have only received one review so far. This raises the question: should you reach out to the Associate Editor to inquire about the status of your submission, or would it be better to remain patient? Let’s explore the best approach in this situation.

I submitted a regular submission (12 pages or less) to TMLR in February that had status change to “under review” 6 weeks ago. TMLR states on their website that reviews are due in two weeks for regular papers, but so far only one review has come in.

Should I reach out to the AE to inquire about the status? Or is that a bad look and better to be patient?

submitted by /u/Pure-Ad9079
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Should I follow-up with the editor for a TMLR paper awaiting final decision? [D]Hi there, I have a (long) paper that's been under review at TMLR for a while (submitted in October). After the reviews came in (mostly positive), we addressed the reviewers concerns, wrote rebuttals, and had a notification from the system according to which the final recommendations from the reviewers would be given in late March at the latest. We are now in May and are still waiting to hear anything back from either reviewers or the editor. I get that two months is not such a huge amount of time in the peer-review world, but for TMLR which is supposed to have a fast-paced process, I'm starting to worry. Time is also a bit sensitive as I am on the job market and having this paper accepted would surely help. Under these circumstances, would it be appropriate to send a gentle reminder to the Action Editor to follow-up on the paper's status, or would it be seen as too pushy? If I follow up, should I send him an email or do it through openreview (like writing an official comment visible to the action editor only)? And would it be appropriate to mention that this is "time-sensitive" for me? It's my first time handling this kind of situation and don't want to make a faux-pas, so I'm asking for advice here from more experienced people. Thanks in advance submitted by /u/KiddWantidd [link] [comments]

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TMLR reviews stalled [D]

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