STOC 2027 · optional author feedback

Pre-submission feedback from Google DeepReview

You may optionally upload a draft of your STOC 2027 submission to receive a detailed, private review of its correctness and presentation before the deadline. The feedback is generated by Google DeepReview, an agentic reviewing system built on Gemini, using an advanced level of thinking available to paid API key users.

Advanced thinking level Private to you No effect on reviewing One request per submission Runs in the background; come back any time

Request feedback

You will be asked to sign in with Google. DeepReview stores your paper and its review in your own DeepReview account; the organizers never see either.

PDF of your draft

Questions

Who can request feedback?

Authors preparing a STOC 2027 submission. Sign in with any Google account (personal or institutional). DeepReview gives each Google account a small free allowance (currently 2 reviews per 7 days).

Authors of registered STOC 2027 submissions, using the access code posted on the STOC 2027 website. One request per submission, so please coordinate with your coauthors: the review appears only in the Google account used to request it, and can be downloaded from there to share. You need a Google account (personal or institutional) to sign in.

What happens to my paper?

Your browser uploads the PDF directly to Google DeepReview, where it is stored under your Google account together with its review. Only you can access them; the STOC organizers cannot. DeepReview deletes documents and reviews after at most 365 days, and you can delete them at any time with the Delete button. The review runs on the paid Gemini API with prompt logging disabled, and inputs are not used to train models.

Why does Google ask about "Google Drive files"?

The DeepReview API uses the narrow drive.file permission, which covers only files you use with this app. This page does not read or write anything in your Google Drive; the PDF goes straight to DeepReview.

How long does it take?

DeepReview reads the whole paper with several agents. A short paper took about 10 minutes in our test; long papers take longer, and so do busy periods when many authors submit at once. You can close the page and come back.

How accurate is it?

It is often useful but it can be wrong, for example about notation defined far from where it is used. Treat each point as a question to check, not a verdict.

Does participating affect my submission?

No. The program committee does not see whether you participated or what the feedback said.

Who runs this?

The STOC 2027 organizers, using Google DeepReview. For questions about this feedback system, please contact David Woodruff (); for general STOC 2027 questions, please contact Shachar Lovett (slovett@ucsd.edu).

Privacy

Google sign-in on this page asks only for your Google account ID and e-mail address and for the narrow drive.file permission that the DeepReview API requires. Your PDF and its review go from your browser directly to Google DeepReview and are stored under your own Google account; the STOC organizers never receive them.

To apply the per-submission limit, the organizers' small server (on Google Cloud) checks your sign-in with Google and starts the review on your behalf. It does not keep your sign-in token, your PDF or the review. It stores only your HotCRP submission number, one-way hashes of your Google account ID and contact e-mail, the DeepReview document and review identifiers, and the time of the request. This data is used only to run this program, is not shared or sold, and is deleted after the STOC 2027 program ends.

This page has no server of its own and stores nothing about you.

DeepReview's handling of your data is governed by Google's terms and privacy policy. Questions: dwoodruf@cs.cmu.edu.