[D] On conferences and page limitations

Reddit r/MachineLearning / 3/27/2026

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Key Points

  • The author argues that conference papers’ appendices at venues like ICML and NeurIPS are becoming excessively long, increasingly turning supplementary material into a required part of the paper.
  • They highlight a common review/request dynamic where adding experiments forces authors to exceed main-page limits, effectively making the appendix essential for including necessary results.
  • The piece questions whether this trend undermines the purpose of strict page limits, which are intended to ensure that the main contribution stands on its own.
  • The author suggests that very long experimental/massive-results work may be better suited for journals with higher page counts rather than conferences with tight limits.
  • The post invites community opinions on whether longer appendices are becoming the “new normal” and how others view this shift in publication practices.

What is your opinion on long appendices in conference papers?

I am observing that appendix lengths in conference papers (ICML, NeurIPS, etc.) are getting longer and longer, and in some fields they are now basically the standard and a central part of the paper. From my point of view, this is becoming a bit problematic. I have many times been asked to add more experiments which, in order to be included, require several extra pages beyond the main 8–10 pages. This effectively makes the appendix a mandatory part of the paper.

Isn't the whole concept of page limits in conference papers that the main pages should stand on their own, and the appendix should only contain secondary material that is not really necessary for understanding the core contribution?

If the standard becomes, for example, testing on 100 datasets or including massive experimental sections that cannot possibly fit into the main paper, then the appendix stops being supplementary and becomes essential.

I believe that the natural place for a 25 pages long paper is a journal, not a conference with a 9-page limit.

I am curious how others see this. Is this just the new normal now?

submitted by /u/kostaspap90
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