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Naacl workflow

Skill brycewang-stanford/Awesome-Journal-Skills/NAACL-Skills/skills/naacl-workflow

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Use when planning a research project's calendar toward NAACL — handling the chapter's skipped-year rhythm, choosing an ARR cycle when the edition's feeding cycles are not yet announced, backward-planning data and annotation work, and keeping a decision tree for commit-versus-wait-versus-reroute moments.

SKILL.md

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NAACL Workflow

Project management for NAACL differs from every annual venue in one blunt way: the conference might not exist next year. The chapter historically skips editions when the ACL main meeting is hosted in the Americas — no NAACL 2023, no NAACL 2026 — so a NAACL plan is really a plan for entering the *ACL Rolling Review machine at a moment that leaves a NAACL commitment open, with named fallbacks for when the calendar shifts under you.

The calendar reality (as of 2026-07-08)

  • Most recent editions: NAACL 2024 (Mexico City, June 16-21, 2024) and NAACL 2025 (Albuquerque, April 29 - May 4, 2025).
  • Next edition: NAACL 2027 — site registered, but dates, venue, feeding cycles, and commitment deadline all 待核实 at planning time.
  • Reference shape from 2025: ARR upload mid-October, reviews mid-December, commitment around the turn of the year, final versions early February, conference late April. A spring NAACL implies an autumn ARR deadline — plan provisionally on that shape, verify the moment the CFP lands.
Provisional backward plan for a spring NAACL (verify every date):
  T-0   conference (spring)
  T-11w final versions due
  T-16w commitment deadline           <- reviews must exist by here
  T-26w ARR cycle submission          <- the real deadline
  T-30w evidence freeze: data, annotation, main runs complete
  T-38w annotation campaign starts (if collecting new data)
  T-46w pilot studies + guideline drafting

Milestones with owners

MilestoneOwnerExit criterion
Venue decision reviewWhole teamNAACL still the target? (rerun quarterly — see decision tree)
Data/annotation freezeData leadAgreement scores computed; splits published internally
Main-results freezeExperiments leadLedger complete; variance reported
Paper freezeWriting leadContent pages self-contained; Limitations drafted
Compliance passOne named personChecklist, anonymity, template, citations verified
ARR uploadCorresponding authorConfirmation email archived
Response windowAll authors on callEvery review answered per triage
Commitment decisionSenior authorDecision logged with rationale

Annotation campaigns deserve the earliest slot they can get. Recruiting annotators for Guaraní or Haitian Creole is not a two-week task, and community partnerships — common for Americas-language projects — move at partnership speed, not deadline speed.

The commit-versus-wait decision tree

Reviews arrive; now the genuinely NAACL-specific decision:

  1. Strong package, NAACL window open → commit to NAACL.
  2. Strong package, no NAACL window soon → commit to the nearest fitting sibling (EMNLP, EACL, AACL, or ACL) rather than letting reviews age a year; NAACL loyalty is not worth a stale paper.
  3. Fixable weaknesses → revise and resubmit to a later ARR cycle with a change summary, timed so the new reviews land before the NAACL commitment deadline.
  4. Field moving fast under the paper → prefer earlier venues over waiting; a skipped-year gap is long enough for your baselines to become historical artifacts.

Log the decision and the date; teams that skip the log relitigate the same choice monthly.

Monitoring routine between editions

Between the decision to target NAACL and the edition's CFP, run a light monthly watch instead of a panicked scramble later:

  • ARR dates page: has any cycle acquired a NAACL assignment?
  • Chapter site and the edition placeholder ({year}.naacl.org): dates, venue, or organizing-committee announcements.
  • The chapter's announcement channels and the ACL Member Portal, where cycle-to-conference mappings are often posted first.
  • On any hit: update the backward plan the same week, and rerun the decision tree with the real dates.

Assign the watch to one named person; a "we all sort of watch" arrangement reliably discovers CFPs three weeks late, which on a ten-week cycle is fatal.

Standing risks on a NAACL path

  • Announcement risk: feeding cycles for a new edition can be announced with little slack; subscribe to the chapter's channels and recheck the ARR dates page monthly once an edition is expected.
  • Pool-depth risk: post-gap commitment pools are deep; a borderline package should strengthen or reroute, not hope.
  • Single-point compliance risk: desk rejects (template, Limitations, checklist) burn the whole cycle — ten weeks lost, not ten days.
  • Deadline convention risk: all ARR clocks run AoE (UTC-12); a team spread across the Americas' time zones still gets exactly one cutoff.

Output format

[Target edition] <NAACL year, or "unannounced — provisional plan">
[Cycle chosen] <ARR month/year + verification date>
[Backward plan] <milestone -> date -> owner>
[Decision-tree state] commit / wait / revise / reroute (+ rationale)
[Top calendar risk] <one line>

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