Introduction
Receiving a “minor revision” decision is often interpreted as a near guarantee of acceptance.
Authors assume that if they address formatting issues, clarify a few sentences, or adjust minor details, the paper will move smoothly to publication.
Yet in AI journals, some papers are rejected even after minor revisions.
This outcome feels unexpected — sometimes unfair — but it usually reflects deeper dynamics.
Understanding why rejection can occur after minor revision helps researchers avoid critical mistakes at the final stage.
1. Minor Revision Does Not Mean Full Confidence
A minor revision indicates:
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The manuscript is close to publication threshold
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Major methodological concerns are resolved
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Remaining issues appear limited
However, it does not always mean:
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Reviewer confidence is absolute
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Novelty concerns are fully settled
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Editorial risk is eliminated
Minor revision reflects provisional approval — not unconditional acceptance.
2. Superficial Responses Can Undermine Confidence
Some authors treat minor revisions casually.
Common mistakes include:
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Providing minimal responses
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Rewriting sentences without strengthening arguments
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Ignoring implicit concerns
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Responding defensively
Reviewers may interpret weak revisions as lack of seriousness.
Confidence can drop quickly.
3. Hidden Novelty Concerns Resurface
Sometimes, reviewers initially tolerate borderline novelty, expecting clearer framing in revision.
If the revised manuscript:
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Fails to sharpen contribution claims
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Does not clarify differentiation
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Leaves incremental perception unresolved
Editors may reconsider the paper’s competitiveness.
Minor revision may expose structural positioning weaknesses.
4. New Weaknesses Introduced During Revision
Revisions can unintentionally create problems:
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Added experiments contradict earlier claims
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Adjusted language weakens theoretical coherence
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Clarification exposes methodological gaps
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New baselines reveal limited advantage
Even small changes can destabilize the manuscript.
Revisions must strengthen without disrupting balance.
5. Competitive Context Changes
AI publishing moves quickly.
Between first and second decisions:
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Competing papers may be accepted
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New state-of-the-art results may emerge
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Journal priorities may shift
If your manuscript was borderline competitive, contextual shifts may influence final evaluation.
Acceptance depends on comparative positioning at the time of decision.
6. Reviewer Fatigue and Reduced Tolerance
In the second round, reviewers:
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Expect concerns to be fully resolved
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Have lower tolerance for incomplete answers
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Focus closely on whether improvements are substantive
If revisions feel cosmetic rather than meaningful, patience decreases.
Precision matters more in later rounds.
7. Editorial Risk Reassessment
Editors evaluate final risk before acceptance.
They consider:
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Whether claims are proportionate
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Whether methodology is defensible
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Whether results are reproducible
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Whether criticism remains unresolved
If doubts persist, even minor, editors may reject to protect journal standards.
Risk management remains active until final approval.
8. Incomplete Documentation of Changes
Failure to:
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Provide clear page references
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Highlight revised sections
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Explain responses systematically
Can create confusion during reevaluation.
Ambiguity increases the perception of incompleteness.
Clarity in the response letter is as important as clarity in the manuscript.
9. Tone and Professionalism Matter
Occasionally, rejection after minor revision results from:
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Dismissive responses to reviewer comments
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Defensive language
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Implicit criticism of reviewers
Professional tone influences editorial perception of author reliability.
Revision is not negotiation — it is resolution.
10. Borderline Papers Face Higher Risk
If the manuscript was barely above threshold in round one, even minor unresolved concerns can reverse trajectory.
Borderline acceptance requires strong reinforcement.
Without strengthening, minor revision may expose fragility.
Strategic Lessons for Authors
To prevent rejection after minor revision:
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Treat minor revision with full seriousness
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Strengthen arguments beyond minimum edits
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Clarify novelty explicitly
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Ensure consistency after changes
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Address implicit concerns, not only explicit comments
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Maintain professional, respectful tone
Do not assume success is automatic.
Final Guidance
Rejection after minor revision occurs when:
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Confidence is not fully restored
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Revisions are superficial
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New weaknesses emerge
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Competitive context shifts
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Editorial risk remains unresolved
Minor revision signals opportunity — not certainty.
In competitive AI publishing, final acceptance requires that the manuscript be not just corrected — but convincingly strong.
At the final stage, small weaknesses can carry disproportionate weight.
Precision and professionalism determine the outcome.
