COMET

Project Results From COMET: “Unlocking Author-Affiliation #Metadata For All of arXiv” www.infodocket.com/2026/02/17/r... #LLMs #arXiv #preprints #scholcomm @cometadata.bsky.social

1.9 million author entries. 2.1 million affiliation entries. 1.75 million matched to ROR IDs.
That's what our fine-tuned open-weight model extracted from 430,000 arXiv preprints. Join us on 21 Jan to discuss the results.
📅 Register: datacite.zoom.us/meeting/regi...

What if the metadata curation work institutions already do could benefit the broader research ecosystem? Join us at the COMET community meeting on 30 October to explore leveraging curation from CRIS Systems

🗓️ Register at: datacite.zoom.us/meeting/regi...

Community call starts in 10min. See you there!

Welcome! You are invited to join a meeting: End-of-Project Community Assessment: Match Preprints to Published Journal Articles . After registering, you will receive a confirmation email about joining ... Thank you for contributing your time to help shape COMET's future direction and strengthen our collective approach to metadata enrichment. To allow time for meaningful feedback from all participants...

Can you help assess how our project advances the COMET model?

We've connected arXiv preprints to published articles with 95%+ precision. Join our community evaluation of this demonstration project.
🗓️ 3 October - Community Project Assessment
Register: datacite.zoom.us/meeting/regi...

The COMET Model — COMET

Explore the COMET Model. Read our article ‘The COMET Model: Transitioning to Community-Curated PID Metadata Enrichment’ - a deep dive into the background, principles, and elements of the model in demonstration.
www.cometadata.org/the-comet-mo...

New on the blog, Organizer @neesjanvaneck.bsky.social Nees Jan van Eck from @cwts.nl explains why CWTS is passionate about enriching #metadata and participating in COMET. A must-read!

👉 www.cometadata.org/blog/cwts

If you missed COMET's Community Meeting, you can watch the recording on Zenodo: zenodo.org/records/1592...

Organizers Nees Jan van Eck @neesjanvaneck.bsky.social, Adam Buttrick, and Dione Mentis give an update on our progress, introduce the COMET Model, and demonstrate pilot projects.

Why Metadata Enrichment Matters for the Public Knowledge Project Learn why PKP is deeply involved in the Collaborative Metadata initiative (COMET), to improve the completeness and accuracy of metadata.

I've been putting a lot of focus on #metadata and metadata quality recently, both in research and in work with @cometadata.bsky.social . Here's a blog post I wrote about why it matters, to me, and to @pkp.sfu.ca : pkp.sfu.ca/2025/07/11/m...

New blog post today by @juancommander.scholcommlab.ca Juan Pablo Alperin, a COMET Organizer! Read his perspectives about PKP's interest in #metadata enrichment on the COMET blog here: www.cometadata.org/blog/public-knowledge-project or the PKP blog here: pkp.sfu.ca/2025/07/11/m... @pkp.sfu.ca

COMET in Action: Pilots, Progress, and What Comes Next Over the past 6 months of community collaboration, the COMET taskforce has co-created and articulated a new, community-led model for curating and enriching metadata using trusted, persistent identifie...

☄️ @cometadata.bsky.social is working towards a community approach to metadata enrichment. We are involved with our colleague @neesjanvaneck.bsky.social

💡 Find out more in this article 👉 www.cometadata.org/blog/comet-i...

📆 Join their community meeting on 15 July 👉 datacite.zoom.us/meeting/regi...

Final chance to register for the online COMET Community Meeting next week, on Tuesday July 15, at 8am PST / 11am EST / 4pm GMT.

👉 Register: datacite.zoom.us/meeting/regi...

New on the blog, John Chodacki @chodacki.bsky.social, Adam Buttrick, and Maria Praetzellis @mariapraetzellis.bsky.social share why California Digital Library @caldiglib.bsky.social is invested in COMET, explaining their alignment with our principles. #metadata

www.cometadata.org/blog/cdls-co...

Image features a blog post heading from DataCite titled "Cultivating a Thriving Metadata Ecosystem: Advancing Technical and Community-Driven Strategies for Improvements and Enrichments." It includes a byline for Maria Gould and features a circular portrait

How can we improve the quality of #metadata on a large scale? Read about how we’re advancing technical and community-driven strategies for a richer, more interconnected metadata ecosystem: doi.org/10.5438/bkxd...
#OpenScience #PersistentIdentifiers

COMET in Action: Pilots, Progress, and What Comes Next — COMET We’re excited to share that the overwhelmingly positive response to this call has propelled us into an active development phase of piloting enrichment and curation workflows with initial partners and ...

Have you read COMET's recent update about our progress and next steps? Learn about our pilot projects, community action, and opportunities for deeper insight into our activities.
@chodacki.bsky.social @neesjanvaneck.bsky.social @juancommander.scholcommlab.ca
www.cometadata.org/blog/comet-i...

Welcome! You are invited to join a meeting: COMET Community Meeting. After registering, you will receive a confirmation email about joining the meeting. The COMET Community Meeting includes updates from the COMET team, opportunities for feedback on the roadmap, demonstrations and presentation by COMET community members, and more.

🗓️ Register for our next COMET Community Meeting: July 15 - 11am EST / 4pm GMT: datacite.zoom.us/meeting/regi...

Attend and receive updates from the COMET team, give feedback on the roadmap, and view demonstrations by COMET community members. @chodacki.bsky.social @juancommander.scholcommlab.ca

Read COMET's ‘Infrastructure is a collective responsibility – lessons from scholarly publishing and metadata’ on @lseimpactblog.bsky.social: tinyurl.com/ydk2tdke

@chodacki.bsky.social, @juancommander.scholcommlab.ca, Adam Buttrick, Dione Mentis, and Clare Dean @researchorgs.bsky.social, @pkp.sfu.ca

Please join us in welcoming @datacite.org's Dione Mentis as COMET's new Project Lead!

👉 Learn more about COMET's recent developments: lnkd.in/dPKFN_Gr

🗓️ Register for our next Community Meeting: July 15 - 11am EST / 4pm GMT: lnkd.in/dbbynjCp