协作头脑风暴
brainstorming
在实现前澄清需求、探索设计选择,并形成清晰的开发方向。
colm-camera-ready【开发与工程】Use when converting a COLM acceptance into the final paper — the August 7 camera-ready deadline in 2026, de-anonymization and the one-page acknowledgments allowance, folding rebuttal commitments into the text, publishing on OpenReview, releasing artifacts publicly, and planning the October conference in San Francisco.
独立 GitHub 快照 · 自动分类 · 以原作者文档为准
Decisions for COLM 2026 landed July 8 and camera-ready is due August 7 — a one-month window. COLM publishes its papers openly on OpenReview rather than through an external proceedings publisher, which makes the camera-ready unusually final: what you upload is the public record, discoverable within days, forever attached to your OpenReview forum with its reviews.
| Week (2026 dates) | Work |
|---|---|
| Jul 8-14 | Read the meta-review and decision notes; list every commitment made in rebuttal; decide which promised changes are in-scope for camera-ready |
| Jul 15-24 | Execute the text changes; de-anonymize; build the public artifact release in parallel (colm-artifact-evaluation) |
| Jul 25-31 | Full-paper cold read by a co-author who did not edit it; verify every link resolves to the public, de-anonymized artifact |
| Aug 1-7 | Format check on the final COLM template, metadata check, upload with days to spare |
Adding identity back is the easy half. The camera-ready pass must also reverse every anonymization workaround the submission introduced:
# Fossil hunt on the final PDF before upload
pdftotext camera-ready.pdf - | grep -niE 'anonym|blinded|redacted|placeholder|TODO|XXX' | head
pdftotext camera-ready.pdf - | grep -noE 'https?://[^ ]+' | sort -u # every link: click each one
Reviewers and the AC accepted a paper that includes what you promised in the May-June discussion. Fold in: rescoped claims exactly as conceded, the R1/R2/... tables or their summaries, corrected version strings and query dates, and the limitations you agreed to add. Silently dropping a rebuttal commitment is visible — the whole discussion sits on the same OpenReview page as your final PDF.
Also re-check facts that aged during review: an API model you evaluated in March
may have been deprecated by August. Do not re-run and overwrite (the paper reports
the March measurements); do update the availability language so readers know what
is still queryable (colm-reproducibility).
Ship the public artifacts in the same pass as the PDF: tagged code release, weights and datasets with cards, the cached-outputs archive if ToS permits, and the paper's OpenReview URL embedded in each artifact's documentation. If you also post to arXiv, note that the OpenReview version is the version of record and keep the two synchronized — a drifting arXiv copy generates years of confused citations.
Because COLM publishes on OpenReview, your paper's public page carries the entire review history: scores, rebuttal, AC notes. Readers will scroll down. Three consequences worth acting on during camera-ready week:
COLM 2026 runs October 6-9 at the Hilton Union Square, San Francisco (main conference October 6-8, workshop day October 9). Presentation format assignments, registration requirements for accepted papers, poster specs, and any remote- participation option were not verifiable at pack-build time — all 待核实 via the conference's announcements before booking. What is safely plannable now: at least one author available in San Francisco that week, a poster-design slot in late September, and visa timelines for authors who need them, which in a July-to-October gap are the item most often fumbled.
From most to least visible in published COLM-style PDFs: an "Anonymous Authors" block surviving into the final version; anonymized-repo links next to the real ones; "we thank the anonymous reviewers" without the funding acknowledgments the grant requires; rebuttal-era "R1/R2" table labels leaking into the final text; appendix cross-references broken by post-acceptance renumbering; and an abstract in the OpenReview form that still matches the March submission instead of the August PDF. Each is a two-minute check; the full sweep is under an hour and is the last hour that matters.
[Countdown] days to camera-ready: <n>
[Rebuttal ledger] commitments folded in: <k>/<total> — outstanding: <items>
[De-anon sweep] identity restored ▢ workarounds reversed ▢ fossils: <hits>
[Links] all resolve to public artifacts ▢
[待核实 checked live] extra-pages? license? attendance rules?
[October] presenter ▢ visa ▢ poster slot ▢