Acl Review Process

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

1. ARR cycle intake: submission on OpenReview to a dated cycle (e.g., ARR January 2026); checks for format, Limitations, checklist, anonymity.
2. Review: at least three reviewers score and write reviews.
3. Author response + discussion: authors reply; reviewers discuss and may update reviews (see acl-author-response).
4. 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.
5. Commitment: authors choose whether and where to send the finished package — ACL, or another *ACL venue accepting that cycle.
6. Venue decision: the conference's senior area chairs and program chairs read reviews + meta-review and decide: main conference, Findings, or reject.
7. 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

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>

Source: brycewang-stanford/Awesome-Journal-Skills → ACL-Skills/skills/acl-review-process/SKILL.md