In the latest issue of our monthly newsletter:
* Three papers on how Wikipedians use (or don't use) LLMs
* Experienced editors contribute more to "underproduced" articles than newbies
and more: meta.wikimedia.org/wiki/Research:…
"WPTokens: A Dataset for Studying the Regulation of Wikipedia" Sentence- and node-level change tracking over the full revision history of French Wikipedia
(@leojoubert, 2026)
arxiv.org/pdf/2610.07108
"When the Commons Appropriates a Large Language Model: How WikiVault Reshaped Korean Wikipedia" amplifying production capacity, shifting work to reviewing articles, and importing editorial judgments from enwiki
arxiv.org/pdf/2610.07660@song_inhwa_, @sohwng, T.Yoo, @manoelribeiro
"Editorial. Wikidata Across the Humanities: Datasets, Methodologies, Reuse" a special collection dedicated to the publication of discussion and data papers that explore the use of Wikidata in the digital humanities.
openhumanitiesdata.metajnl.com/articles/10.53…@mappingreligion@up_johd
"Pluralistic Annotation of Cultural Weaponization on Wikipedia: A Multi-Annotator Case Study across Ukraine and Armenia" examining cultural heritage weaponization through pluralistic human annotation and LLM-assisted analysis
(Hamdane et al, 2026)
aclanthology.org/2026.pandora-1…