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WikiResearch
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WikiResearch

@WikiResearch
Research news on @Wikipedia @Wikidata @Wikimedia, hot off the press. Volunteer-curated by @tilmanbayer & @mad_astronaut. Read our newsletter for full coverage
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    WikiResearch
    @WikiResearch
    Jul 17
    In the July issue of our newsletter: * LLMs and Wikipedia's "Neutral Point of View" * 20 years of user blocks * A look at the Esperanto and Volapük Wikipedias and more:
    meta.wikimedia.org
    Research:Newsletter/2026/July - Meta-Wiki
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    WikiResearch
    @WikiResearch
    Aug 15
    "Wikipediautism: A Multilingual Analysis of Autism-Related Wikipedia Articles in Six Languages" doi.org/10.1007/s10803… E.g. "smaller language communities (Georgian, Norwegian and Italian) showed the highest relative demand"
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    Wikipediautism: A Multilingual Analysis of Autism-Related Wikipedia Articles in Six Languages
    From link.springer.com
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    WikiResearch
    @WikiResearch
    Aug 13
    "all LLM-judges, including Grok, ... rate Grokipedia less neutral than Wikipedia" "Grokipedia particularly favours economically rightwing politicians and penalises socially liberal ones, while Wikipedia is rated as favourably biased towards the latter" arxiv.org/html/2607.1514…
    "Fig. 1. Methodology overview: members of government (WhoGov, 20162023) are mapped to expert-coded V-Party ideology scores, their Wikipedia and Grokipedia articles are rated for neutrality by four LLM judges, and the effects of ideology on the ratings are estimated via OLS regression." (from Vlahos et al. 2026, CC BY 4.0)
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    WikiResearch
    @WikiResearch
    Jul 3
    "Multilingual Reference Need Assessment System for Wikipedia", using a BERT-based model arxiv.org/pdf/2603.17146 (Model card: meta.wikimedia.org/wiki/Machine_l… )
    Figure 2. Proportion of sentences accompanied by a citation in featured articles by language (from Baigutanova et al. 2026, Multilingual Reference Need Assessment System for Wikipedia, CC BY 4.0)
    Figure 1. The Reference Need pipeline to compute the reference coverage score of an article revision (from Baigutanova et al. 2026, Multilingual Reference Need Assessment System for Wikipedia, CC BY 4.0)
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    WikiResearch
    @WikiResearch
    Jun 23
    In the latest issue of our monthly newsletter: * Proposed tagging system for AI-involved edits on Wikipedia and Commons * Successful and unsuccessful AI tools for contributors
    meta.wikimedia.org
    Research:Newsletter/2026/June - Meta-Wiki

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