Brifing

Updating Reviewer Scores for ACL ARR 2026

Questions arise about the impact of rebuttals in the paper review process.

r/MachineLearning1 min

1Concerns About the Process

A researcher who submitted a paper to the ACL ARR May 2026 cycle notes that reviewers did not acknowledge their rebuttals. This raises questions about the transparency and effectiveness of academic review processes. How reviewers approach rebuttals is a key concern.

2Reviewer Feedback

The paper author questions whether reviewers can still update their ratings or reviews based on rebuttals. This is an important question to understand how rebuttals are reflected in the evaluation process, especially during the author-reviewer discussion period.

3Meta-Reviewer Discussions

Another point of curiosity is whether there are any meta-reviewer discussions. These discussions could be critical for ensuring the consistency and fairness of the review process.

4Community Opinions

Community opinions on the topic are being sought. There is an exchange of ideas about how reviewers approached this cycle and what can be done to improve the process.

5Transparency in Academic Processes

This situation highlights the importance of transparency and feedback in academic review processes. How reviewers handle rebuttals is a critical factor for the reliability of the process.

6Recommendations for the Future

Suggestions for improving the process include clearer guidelines and explanations on how reviewers should approach rebuttals. This could be an important step to avoid similar issues in future cycles.

Original article: r/MachineLearning — ACL ARR 2026'da Değerlendirici Puanlarının Güncellenmesi