You are about to submit, and your paper was written on Overleaf. Its .bib grew over two years: some preprints have since been published, one cited paper may have been retracted, and a few entries were copied with the wrong year, or twice under two keys. The bibliography check reads your whole Overleaf project and tells you which references to fix, and what each citation is used for.

This guide follows a short demonstration project: a main.tex on gas in debris discs and its references.bib, into which we placed, on purpose, a wrong year, a duplicate, a preprint published since, a citation the cited paper contradicts, a key missing from the .bib and a paper retracted in 2022. Every screenshot shows the real check of that project, run on 9 November 2026.

1. Download your project from Overleaf

In Overleaf, open the menu and download the project's source as a .zip. Nothing needs to be cleaned up: the check reads only the .tex, .bib and .bbl files it contains, finds the main file (the one with \begin{document}) and follows its \input and \include.

2. Run the check

Open the bibliography check (Premium) and drop the .zip under Your manuscript: no need to send the .bib separately. You can also give a single .tex with its .bib, the arXiv identifier of a paper already posted, or a PDF (then only its printed reference list is read).

The manuscript field of the bibliography check accepts the .zip exported from Overleaf, with its .bib inside.
The .zip exported from Overleaf goes in the manuscript field: its .bib is read from the archive.

Each entry is identified with Crossref, NASA ADS, OpenAlex, arXiv and Semantic Scholar. In our project, the report found every problem we had placed:

The report lists the retracted paper, the wrong year, the duplicate and the preprint published since, each with Fixed, Intended and Ignore buttons.
Each reference with its problems and the record behind them; mark each one fixed, intended or ignored.

With the LaTeX, the check also lists the keys your text cites but your .bib lacks: here smith2021, which would print as [?]. And an AI reads each sentence with citations next to the papers it cites. Our sentence claimed that the shadow of Sagittarius A* was first imaged "with ALMA alone": the report quotes the passage of the paper that says otherwise. A flagged citation is something to check, not a proof of error.

A sentence of the manuscript flagged: the cited paper attributes the observations to a global array of eight telescopes, not ALMA alone, with the quoted passage.
The sentence of main.tex, line 15, next to the passage of the cited paper that contradicts it.

3. Bring the corrected .bib back into Overleaf

Under Corrected .bib, untick the corrections you do not want, then:

The Corrected .bib section: download with the chosen corrections, only the corrected entries, or open in Overleaf.
4 entries of the demonstration .bib can be corrected; the retracted paper is left for you to remove or to cite as retracted.

The project that "Open in Overleaf" creates prints the entries with biblatex, which keeps titles as they are written (CO, HD 181327, Sagittarius A*). Here it is compiled: the year of Kral et al. is now 2017, and the Event Horizon Telescope paper has its journal and DOI. The duplicate is still there, because both keys are cited in the text: remove one entry and change its \cite.

The compiled project: five references with their corrected years, journals, pages and DOIs.
The project "Open in Overleaf" creates, compiled with pdfLaTeX and Biber, as Overleaf does.

Mark each problem as fixed or intended, and check again after correcting: what was solved is shown apart. With Premium, the references can be watched until publication: you get an email if a cited preprint is published or a cited paper retracted in the meantime.

4. Keep a .bib in sync with a collection

While you write, you add papers to a collection on SummarizePaper. Its Settings tab gives an address for its .bib. In your Overleaf project, choose From External URL in the file upload menu, paste the address and name the file, for example collection.bib. After adding papers to the collection, click Refresh on that file in Overleaf, and cite them with \bibliography{collection} (or \addbibresource{collection.bib} with biblatex).

The Settings tab of a collection gives the address of its .bib to link in Overleaf, with a Copy button and a button to stop the address.
The address of the collection's .bib, to paste in Overleaf's "From External URL".

Each paper keeps the key it was first given, whatever you add, remove or correct afterwards, so your \cite commands keep working; the .bib you download from the collection uses the same keys. The address shows only the references, not your notes or tags, and you can stop it at any time; the page says when Overleaf last read it. Overleaf's own Zotero and Mendeley sync needs a paid Overleaf plan; this link does not.

5. Your journal club slides in Beamer

The journal club (Premium+) writes slides from a paper, each point with its passage. Besides PowerPoint, your edited slides open in Overleaf as a LaTeX Beamer project, or download as a .zip.

The journal club toolbar with Open in Overleaf · Beamer and Download LaTeX Beamer · .zip, and the explanation of the LaTeX export.
"Open in Overleaf · Beamer" sends your current edits, saved or not.

The project holds the figures of the paper when its license allows it, and your speaker notes with the passages of the paper in \note. It compiles with XeLaTeX, which Overleaf selects for you, in 13 languages. LaTeX sets text with other fonts than the page: a slide that is too long is scaled down to fit, and Overleaf's log names those reduced by more than a tenth, so you know which to shorten.

Four Beamer slides of a French deck: the title, two slides with a figure of the paper and its credit, and the strengths and limits in two columns.
A deck in French on arXiv:2607.11677 (CC BY 4.0), exported and compiled with XeLaTeX.

6. Other things that open in Overleaf

Overleaf lets another site create a project, never write into an existing one: each of these buttons opens a new project in your Overleaf account, after you sign in to Overleaf.

FAQ

Do I need a paid Overleaf plan?
No. The check reads the .zip that any Overleaf project downloads. Opening a project in Overleaf and linking a file from an external URL do not use Overleaf's paid integrations (Zotero, Mendeley, Git).
Does SummarizePaper keep my manuscript?
No. The archive is read in memory for the check: only its .tex, .bib and .bbl files, never extracted on disk. The report keeps what it shows: the problems found, the corrected entries and the sentences of flagged citations.
Can SummarizePaper write into my existing Overleaf project?
Overleaf offers no way for another site to write into a project. 'Open in Overleaf' creates a new project; to update your own, replace its .bib, or link a .bib from one of your collections, which Overleaf fetches again when you click Refresh.
Will my citation keys change when the collection changes?
No. Each paper of a collection keeps the key it was first given, whatever you add, remove or correct afterwards, in the linked .bib and in the downloaded one.

Sources