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acl-review-process
GitHub解析ACL论文在ARR流程及会议录用中的完整生命周期，涵盖审稿、元审稿、作者承诺、最终决定及伦理审查。明确各角色权限与Main/Findings结果差异，提供基于策略的投稿建议与拒稿后重投指南。
Trigger Scenarios
询问ACL或ARR审稿流程细节
分析Meta-review对录用的影响
了解Main Conference与Findings的区别
咨询Ethics review相关事项
规划论文拒稿后的重投策略
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill acl-review-process -g -y
SKILL.md
Frontmatter
{
"name": "acl-review-process",
"description": "Use when reasoning about how an ACL paper travels through ACL Rolling Review and conference commitment, covering reviewer and area-chair roles, meta-reviews, the commitment decision by senior area chairs and program chairs, Findings versus main-conference outcomes, ethics review escalation, and resubmission strategy across cycles."
}
ACL Review Process
Use this to model where an ACL paper actually is and who decides what next. ACL decoupled reviewing from the conference: ARR produces the review package; the conference consumes it. Confirm current mechanics at aclrollingreview.org/reviewing, since cycle structure has changed repeatedly (most recently to 10-week cycles in 2025).
The pipeline, stage by stage
- ARR cycle intake: submission on OpenReview to a dated cycle (e.g., ARR January 2026); checks for format, Limitations, checklist, anonymity.
- Review: at least three reviewers score and write reviews.
- Author response + discussion: authors reply; reviewers discuss and may
update reviews (see
acl-author-response). - Meta-review: the action editor / area chair synthesizes reviews into a meta-review with a recommendation. Notably, ARR senior area chairs do not make accept/reject recommendations — that authority sits with the venue.
- Commitment: authors choose whether and where to send the finished package — ACL, or another *ACL venue accepting that cycle.
- Venue decision: the conference's senior area chairs and program chairs read reviews + meta-review and decide: main conference, Findings, or reject.
- Ethics branch: papers flagged during review go to an ethics committee, which can require revisions or recommend rejection on ACL Code of Ethics grounds independent of technical merit.
Who decides what
| Actor | Controls | Cannot do |
|---|---|---|
| Reviewer | Review text, scores, discussion updates | Accept or reject anything |
| AC / action editor | Meta-review, review-issue handling | Bind the conference's decision |
| Author | Response, revision, where/whether to commit | Change reviews after the cycle closes |
| Venue SACs + PCs | Main/Findings/reject from the ARR package | Re-run the reviewing itself |
| Ethics committee | Ethics-based conditions or rejection | Judge technical contribution |
Outcomes and what they mean
- Main conference: full acceptance with a presentation slot.
- Findings of ACL: peer-reviewed, Anthology-published acceptance for solid work that missed the main-program bar; typically without a main-stage oral. Citation-wise Findings papers perform respectably — treat it as a real publication decision, not a consolation to appeal.
- Reject at commitment: the ARR reviews remain attached to the paper's history; a stronger resubmission through a later cycle is the designed path.
Reading your review package strategically
- Weigh the meta-review over individual scores: it is the document venue chairs actually read.
- A package with one detailed negative review and a meta-review that endorses the objection rarely survives commitment — fix the objection in a new cycle instead of shopping the package to another venue unchanged.
- Conversely, mediocre scores with a meta-review noting resolved concerns can be worth committing: the venue decision is made on the whole record.
- A meta-review score at the floor triggers the resubmission constraint: within six months, only a wholesale revision avoids desk rejection.
Venue-shopping within the ARR ecosystem
The same review package can be committed to exactly one venue at a time, but a rejected or withheld package can target a later conference (EMNLP, EACL, NAACL, AACL) whose commitment window accepts that cycle. Sequence deliberately: each conference publishes which ARR cycles it accepts, and reviews age — a package built on a two-cycle-old baseline set gets punished at commitment.
Anatomy of one 10-week cycle
week 0 submission deadline (AoE)
weeks 1-2 desk checks; reviewer + AC assignment
weeks 3-5 reviewing
week 5 reviews released -> author response (a few days)
week 6 reviewer discussion; reviews may be updated
weeks 7-8 meta-review written
~week 10 package complete -> commitment window for eligible venues
Offsets drift by cycle; the January 2026 cycle ran Jan 5 → reviews by early March → ACL 2026 commitment March 14. Always re-derive from the current dates page.
Reading reviewer language for what it predicts
- "The contribution is unclear" from two reviewers predicts a meta-review hedge — fix framing in the response, not just individual complaints.
- "Missing citation X, Y, Z" alone rarely sinks a paper; the same list attached to "novelty over X is marginal" usually does.
- A confident low-score review with factual errors is the best target for a review-issue flag plus a surgical rebuttal.
- Uniform middling scores with short reviews often mean poor reviewer fit; at commitment, venue chairs weigh the meta-review's own reading more — make sure the response arms the AC with the paper's best case.
Confidentiality and conduct boundaries
- Review content is confidential to the cycle; quoting reviews publicly (even anonymized) before decisions violates ARR expectations.
- Contacting reviewers or guessing identities is out of bounds; all communication flows through the OpenReview thread and the AC.
- Authors are bound by the ACL code of ethics throughout — including in how the author response characterizes reviewers' competence.
- Deadlines inside the cycle (response, discussion) are short and rarely extended; plan around them rather than requesting exceptions.
Output format
[Stage] cycle-intake / under review / response / meta-review / commit-window / venue decision / ethics review
[Package strength] <meta-review thrust + score pattern>
[Commit recommendation] commit to ACL / hold for revision / target sibling venue
[Ethics exposure] <flag risk and mitigation>
[Next actor to influence] <reviewer via discussion / AC via response / venue via commitment note>
Version History
- 9f86f09 Current 2026-07-19 14:16
