No replies to rebuttals and comments even by AC [D]

The recurring frustration voiced by /u/bricklerex regarding unanswered rebuttals, echoing similar concerns raised in threads like [No rebuttals from neurips authors [D]](/post/no-rebuttals-from-neurips-authors-d-cmsdjepmy01ldmi9ze3m13rdt) and [Neurips 2026: does every metareview recommend accept/reject? [D]](/post/neurips-2026-does-every-metareview-recommend-accept-reject-d-cmsdjf3bf01lzmi9zjvt5zvcw), highlights a growing systemic challenge within the peer review process for machine learning conferences. It's not merely an isolated incident; rather, it points to a potential breakdown in communication and workflow management that impacts authors’ ability to effectively address reviewer concerns and ultimately refine their work. The fact that even Area Chairs (ACs) aren’t responding, as suggested by the linked thread and reinforced by reports of ACs and reviewers seemingly “disappearing” [Neurips 2026: ACs and reviewers have disappeared [D]](/post/neurips-2026-acs-and-reviewers-have-disappeared-d-cmsdjegcf01kvmi9zmda383td), amplifies the severity of the situation and signals a need for deeper investigation into the underlying causes. This isn't about individual reviewer shortcomings, but rather a process that appears to be straining under the pressures of increasing submission volume and potentially inadequate logistical support.

The implications of this silence extend beyond the immediate frustration of authors. A fair and robust peer review process is the bedrock of scientific advancement. When authors are unable to engage in meaningful dialogue with reviewers, the opportunity for collaborative improvement is lost. This can lead to flawed research being published, or, conversely, valuable contributions being unfairly rejected due to misunderstandings that could have been resolved through communication. The current system, seemingly reliant on manual workflows and potentially overwhelmed by the sheer volume of submissions, is proving vulnerable. While acknowledging the inherent complexities of coordinating numerous individuals across different time zones, the lack of responsiveness undermines the core principle of iterative refinement that should characterize scientific inquiry. The fact that authors are submitting rebuttals *before* the discussion period officially opens, as also noted in the /u/bricklerex thread, suggests a proactive attempt to expedite the process, yet the resulting silence only exacerbates the problem.

What’s particularly concerning is the potential for this issue to disproportionately affect junior researchers or those from institutions with fewer resources. Navigating the intricacies of the peer review process can be daunting, and the lack of feedback can be particularly discouraging. Furthermore, it raises questions about the fairness and equity of the system. A process where some authors receive detailed and constructive feedback while others are met with silence creates an uneven playing field. This underscores the need for conference organizers to implement more robust mechanisms for ensuring timely and meaningful communication between authors and reviewers. This might involve automated reminders, clearer guidelines for reviewer and AC responsibilities, or even the adoption of AI-powered tools to facilitate communication and track progress. Exploring more streamlined workflows, perhaps incorporating elements of asynchronous communication, could also alleviate some of the pressure on reviewers and ACs.

Ultimately, the silent treatment of rebuttals represents a symptom of a larger challenge within the machine learning research community: the need for a more sustainable and equitable peer review system. As submission rates continue to climb and the demands on reviewers increase, it’s imperative that conference organizers proactively address these issues. The question now is whether these growing pains will lead to meaningful reform or continue to erode the integrity and efficiency of the peer review process. We should be watching closely to see if conferences adopt proactive measures to ensure reviewer engagement and author satisfaction, or if this trend continues to hinder progress.