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...

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

Community call starts in 10min. See you there!

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...

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.

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

☄️ @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...

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

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...

🗓️ 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