SourceReddit r/MachineLearning•Stalecollected in 8m
ICML Acknowledgement Period Confusion
#review-process#discussion-period#scoresicmlicml
💡Navigate ICML timelines: when can reviewers update scores?
⚡ 30-Second TL;DR
What Changed
Uncertainty on reviewer acknowledgement deadline
Why It Matters
Clarifies timelines for authors navigating ICML's opaque review process.
What To Do Next
Check ICML author console for latest discussion period updates.
Who should care:Researchers & Academics
Key Points
- •Uncertainty on reviewer acknowledgement deadline
- •One reviewer silent on rebuttal response
- •Score update possible before April 7th?
- •Plans to reply to pending reviewer comment
🧠 Deep Insight
AI-generated analysis for this event — not the original article.
🔑 Enhanced Key Takeaways
- •ICML review processes utilize a structured 'Discussion Period' where authors and reviewers interact; however, reviewer participation is voluntary and often inconsistent, leading to frequent author anxiety regarding unacknowledged rebuttals.
- •The OpenReview platform, which hosts ICML submissions, does not automatically enforce score changes based on rebuttal quality, leaving final decision-making power solely with Area Chairs (ACs) who synthesize reviewer feedback.
- •Historical data from past ICML cycles indicates that while reviewers can update scores until the final decision deadline, they are under no technical obligation to do so, and ACs are instructed to weigh the content of the rebuttal over the raw numerical score.
🔮 Future ImplicationsAI analysis grounded in cited sources
ICML will implement stricter reviewer engagement mandates.
Increasing community frustration regarding silent reviewers is forcing conference organizers to consider automated reminders or mandatory acknowledgement thresholds to maintain peer review integrity.
The reliance on human-only review will decrease.
The persistent issue of reviewer non-responsiveness is accelerating the integration of AI-assisted meta-review tools to help Area Chairs evaluate rebuttal quality more objectively.
⏳ Timeline
2023-05
ICML transitions to OpenReview for all submission and review management.
2024-02
ICML introduces updated reviewer guidelines emphasizing the importance of the discussion period.
2025-04
ICML implements new automated notification systems for reviewers during the rebuttal phase.
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Original source: Reddit r/MachineLearning ↗
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