How to Deal with Conference Paper Reviews and Rejections
Reviewer feedback rarely arrives feeling proportionate to the effort behind the paper. Reading it well, without either dismissing valid criticism or absorbing every comment as gospel, is a skill that improves with practice, and it matters more than most early-career researchers are told, since how you respond to feedback shapes both the immediate revision and your longer-term development as a researcher.
Read it once, then walk away before reacting
The first read of a harsh review is rarely the most useful one. Reviewer comments phrased bluntly or dismissively can read as more damning in the moment than they are once you’ve had a day to separate the tone from the substance. A second read, after some distance, usually finds more usable feedback than the first pass felt like it contained.
Separate the comments that are actually about your work
Not every criticism carries equal weight. A comment pointing to a specific methodological gap deserves real engagement, a vague, generic note that doesn’t reference anything specific in your paper is weaker evidence of a real problem, and increasingly, it’s worth considering whether it came from genuine close reading at all. Peer review at high-volume venues has seen a real rise in AI-assisted or AI-generated reviews in the last couple of years, and one of the more reliable tells is exactly this kind of generic, non-specific criticism that doesn’t engage with the paper’s actual content or methods. That doesn’t mean every vague review is AI-written, but it’s a reasonable diagnostic when deciding how much weight to give a comment.
Respond to the strongest version of the criticism, not the weakest
When revising or writing a rebuttal, addressing the most defensible interpretation of a reviewer’s concern, rather than the easiest one to dismiss, produces a stronger paper and a more convincing response, even when you ultimately disagree with the reviewer’s conclusion.
A rejection is information, not a verdict on the work’s value
Acceptance rates at many venues are low enough that rejection is the statistically common outcome even for solid papers. Reviewer feedback from a rejection, even an unwelcome one, is often the most substantive input the paper will get before its next submission, worth mining for what actually improves the work, separate from how the rejection itself feels.
Know when pushing back is worth it
Most venues offer a rebuttal or response period for exactly this reason. A factual error in a reviewer’s understanding of your methodology is worth correcting directly and specifically. A difference in opinion about the work’s significance is a harder case to win through rebuttal alone, and often better addressed by revising the framing for the next submission rather than arguing the point.
Give yourself real time before resubmitting elsewhere
Resubmitting a rejected paper unchanged to another venue, hoping for a different outcome, generally produces the same result. Taking the time to genuinely incorporate useful feedback, even from a rejection, meaningfully improves the odds at the next venue.
A review-response checklist
- Read reviews once, then revisited after at least a day’s distance
- Vague, non-specific comments weighted differently than substantive, detailed ones
- Response addresses the strongest reasonable interpretation of each criticism
- Factual errors in reviewer understanding corrected directly and specifically
- Genuine revision made before resubmitting elsewhere, not a resubmission unchanged
Frequently asked questions
How do I know if a review might be AI-generated?
Common signals include generic praise or criticism disconnected from the paper’s specific content, fabricated or vague citations, and comments that don’t engage with the actual methodology described.
Is it appropriate to contact the editor about a review I believe is unfair?
Most venues have a formal rebuttal process for exactly this purpose, use that channel rather than informal direct contact where possible.
Should I share harsh reviews with my co-authors immediately?
Generally yes, though giving yourself a brief period to process the tone before circulating widely can help frame the discussion more constructively.