AC (Area Chair)
AC (Area Chair) on Beyond Market Intelligence: a running collection of 7 stories we have gathered and hand-picked because they are worth your time. Every post here touches on ac (area chair) in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around ac (area chair), or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Is EMNLP not going to Provide a MetaReview [D]
A concerning trend has emerged within the NLP community: the absence of meta-reviews following EMNLP decisions. Unlike ACL, EMNLP has not publicly provided these crucial evaluations, leaving submitters in the dark regarding the rationale behind accept/reject outcomes. One user, facing a situation where an Area Chair’s recommendation for acceptance was overridden by reviewers, is questioning whether low reviewer scores influenced the decision. This uncertainty complicates decisions about resubmission and potential ARR cycles.
NeurIPS 2026 Author Notifications Close to ICLR Deadline [D]
NeurIPS 2026 author notification deadlines—September 24th—are fast approaching, coinciding closely with the ICLR submission deadline. A common concern arises: are extended Area Chair and reviewer discussion phases typical? Many authors report frustration when rebuttals go unaddressed. Given this timing, researchers are strategically evaluating ICLR submissions as a contingency. As one example, our recent article, "Mathematical Experiments Are Becoming Abundant Through Human-Machine Teaming," explores related challenges in rigorous experimentation. Good luck navigating these crucial deadlines!
AC comment and our reply disappeared on OpenReview [D]
A concerning issue has emerged on OpenReview: several users report that an AC's initial comment and the author's subsequent reply have vanished. This comment, crucial for understanding reviewer feedback and addressing concerns, summarized key questions and weaknesses. The disappearance raises questions about transparency, particularly if it obscures the rationale behind potential rejection decisions. We've encountered similar discussions around data management challenges, as explored in our article, "A Day in the Life of a Data Scientist in 2026."
A question on ICLR and NeurIPS deadlines, and OpenReview [D]
Navigating the complex conference submission landscape can be challenging, particularly with the recent uncertainty surrounding NeurIPS. Many are understandably confused by the sudden silence following initial reviews. Given that the ICLR abstract deadline precedes the NeurIPS results announcement, a critical question arises: can a submission be resubmitted to ICLR without triggering flags on OpenReview? We address this common concern and encourage users to explore the platform’s guidelines for clarity.
NeurIPS 2026: Tips that might convince AC? [D]
Navigating NeurIPS acceptance with initially positive reviews, followed by a score decrease despite addressing reviewer concerns, can be frustrating. Authors facing similar scenarios—particularly those with average reviewer scores around 3.5—often find the Area Chair (AC) plays a crucial role in final decisions. Focus your efforts on a compelling meta-review response, clearly articulating how your revisions mitigate identified weaknesses. While AC engagement can vary, proactive communication highlighting your responsiveness is key.
neurips 2026: ACs and reviewers have disappeared [D]
NeurIPS 2026 reviewers and Area Chairs have inexplicably vanished, leaving several submitters in a state of uncertainty. Early rebuttal submissions, made via the designated "Rebuttal" button before the official discussion period opened, appear to have triggered no notifications, a problem also experienced by reviewers. Despite attempts to utilize meta-comments, reminders, and direct PC contact, responses remain absent with only one day left in the review cycle. This situation, impacting potential oral and spotlight candidates, highlights a systemic issue.
Neurips Position Track Rebuttal and Reviews [R]
Navigating the NeurIPS Position Track rebuttal process can feel unclear, especially for first-time conference paper submitters. Receiving a 3/3/5/7 alongside reviews with actionable feedback suggests a promising opportunity for revision. The rebuttal phase allows you to directly address reviewer concerns; the Area Chair (AC) will evaluate these rebuttals alongside the original reviews to determine if your revisions adequately address the feedback. Consider referencing "Link plots/figures in NeurIPS rebuttal [R]" for practical guidance on presenting supplementary data effectively.