WikiRank (@wikiranknet) header
WikiRank (@wikiranknet) profile picture

WikiRank

@wikiranknet

Quality and popularity assessment of #Wikipedia articles in different languages. Topics based on #Wikidata and #DBpedia. In Wikipedia #Quality we trust ;)

wikirank.net
Joined June 2015
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  • Following858
  • Followers982
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WikiRank retweeted
KIE UEP (@kie_uep) profile picture
KIE UEP@kie_uepOct 7
🤖 Artificial Intelligence in #Sentiment Analysis of Multilingual #Wikipedia: #Classifiers vs. Large Language Models. 🔓 #OpenAccess research by Dr. Milena Stróżyna, Dr. Włodzimierz Lewoniewski, Izabela Czumałowska. 📖 More details: kie.ue.poznan.pl/en/news/art…
Image from KIE UEP (@kie_uep)
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"A Corpus for Evaluating Neutrality in Political Biographies on Wikipedia: NeutralWikiPol-Fr" dx.doi.org/10.1007/978-3-032… #paywall💰 "LLMs identify biased words effectively [but] performance drops when bias depends on the broader context" Human experts' "low agreement" on neutrality
"Table 1. Comparison of human and LLM alignment rates with Wikipedia editors and the impact of context-dependency on bias detection" (from Plance et al. 2026, A Corpus for Evaluating Neutrality in Political Biographies on Wikipedia: NeutralWikiPol-Fr)

ALT "Table 1. Comparison of human and LLM alignment rates with Wikipedia editors and the impact of context-dependency on bias detection" (from Plance et al. 2026, A Corpus for Evaluating Neutrality in Political Biographies on Wikipedia: NeutralWikiPol-Fr)

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WikiRank retweeted
KIE UEP (@kie_uep) profile picture
KIE UEP@kie_uepOct 16
📢 Invited Talk by @Lewoniewski at @ASU: Methods and Tools for Automatic Quality Assessment of #Wikipedia Articles and Their Information Sources. 🔗 More information: kie.ue.poznan.pl/en/news/dr-…
Image from KIE UEP (@kie_uep)
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"Can Language Models Play the Wikipedia Game?" (get from one article to another via article links) arxiv.org/html/2610.13948v1 "No model significantly outperformed humans, although the best models (GPT-o3 mini, GPT-4o, QwQ:32B, and DeepSeek-R1:70B) achieved comparable success."
Image from WikiResearch (@WikiResearch)
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🏙️ Which cities attract the most attention on #Wikipedia? 📈 Population cannot answer this question directly. Neither can tourist arrivals, airline traffic or the number of Google searches. 📊 A different perspective comes from Wikipedia pageviews: en.lewoniewski.info/2026/mos…
Image from Włodzimierz Lewoniewski (@Lewoniewski)
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"Wikimedia research methodologies: a bibliometric history of peer production and AI (2005–2025)" doi.org/10.1007/s00146-026-0… Argues that "industry-funded research popularized the idea that Wikipedia existed as a semantic resource to be mined"
The four waves of Wikimedia research and their concerns (2005–2025) [from Jankowski 2026]

ALT The four waves of Wikimedia research and their concerns (2005–2025) [from Jankowski 2026]

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Impact of Google AI Overviews on Wikipedia: "default AIO availability reduced English [Wikipedia] search traffic by 5.45% and 4.82%, respectively" in mid 2024 papers.ssrn.com/sol3/papers.… (NB: revises/retracts 15% estimate for *overall* traffic from the paper's earlier versions)
excerpt from "3.1 Model-Free Analysis" in Khosravi and Yoganarasimhan 2026, "Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipedia"

ALT excerpt from "3.1 Model-Free Analysis" in Khosravi and Yoganarasimhan 2026, "Impact of AI Search Summaries on Website Traffic: Evidence from Google AI Overviews and Wikipedia"

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Evaluating Multilingual #Sentiment Classifiers Using an #LLM-Annotated #Wikipedia Benchmark #ChatGPT #ClaudeOpus #GoogleGemini aclanthology.org/2026.gem-ma…
Evaluating Multilingual Sentiment Classifiers Using an LLM-Annotated Wikipedia Benchmark

Evaluating Multilingual Sentiment Classifiers Using an LLM-Annotated Wikipedia Benchmark

Milena Stróżyna, Włodzimierz Lewoniewski, Izabela Czumałowska. Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics (GEM). 2026.

aclanthology.org
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🌐🏆 The most prominent websites in Wikipedia information sources: to identify them, more than 400 million references from approximately 68 million articles across more than 300 #Wikipedia language editions were analyzed blog.wikirank.net/2026/the-m…
Image from WikiRank (@wikiranknet)
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🏛️ Wiki Loves Monuments 2026 starts TODAY! 📸 See which countries are now live and explore the first amazing submissions from September participants on Wikimedia Commons. 🌍 See which countries are live: w.wiki/S8d9
Announcement: "Wiki Loves Monuments 2026 — Starts Today" promoting a photo contest, stamped in grungy white text over a lit hillside village at night with a small camera icon.

ALT Announcement: "Wiki Loves Monuments 2026 — Starts Today" promoting a photo contest, stamped in grungy white text over a lit hillside village at night with a small camera icon.

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🌐 Which websites matter most as information sources on #Wikipedia? 📊 More than 400M citations from 68M articles across 300+ language editions were analyzed, taking into account both citation frequency and article popularity. 🚀 Explore more: en.lewoniewski.info/2026/mos…
Image from Włodzimierz Lewoniewski (@Lewoniewski)
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WikiRank retweeted
BestRef (@BestRefNet) profile picture
BestRef@BestRefNetAug 9
📢 #BestRef July 2026 update! 🔬4.2 million websites from more than 400 million #Wikipedia references across 300+ language editions were analyzed. 🌍 This update provides a unique view of the sources @Wikipedia relies on most. 🔍 Try it now: bestref.net
Image from BestRef (@BestRefNet)
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Escucha a Wikipedia 🥰🎵 En este sitio web puedes escuchar en tiempo real cuando las personas editan y crean artículos en la enciclopedia o crean su cuenta. #WikiFact extra: El tono del sonido representa el tamaño de la edición: entre más grande, más grave.
Image from Wikimedia México (@Wikimedia_mx)
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"Wikipediautism: A Multilingual Analysis of Autism-Related Wikipedia Articles in Six Languages" doi.org/10.1007/s10803-026-0… E.g. "smaller language communities (Georgian, Norwegian and Italian) showed the highest relative demand"
Wikipediautism: A Multilingual Analysis of Autism-Related Wikipedia Articles in Six Languages

Wikipediautism: A Multilingual Analysis of Autism-Related Wikipedia Articles in Six Languages

Journal of Autism and Developmental Disorders - Wikipedia is a major health information resource, yet little is known about how autism is represented across language editions. To examine sourcing,...

link.springer.com
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📊 The obvious way to measure popularity of #Wikipedia articles is to count how many people read it. 🌐 #Wikilink analysis asks a different question: how many other articles depend on this page as a reference point? 💡 Measuring Wikipedia by #Wikilinks: blog.wikirank.net/2026/most-…
Image from WikiRank (@wikiranknet)
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The Wiki Women Summit just took over Wikimania 2026! 💃🤩 These are gender equity advocates building a safer and more inclusive space for women in free knowledge. 💪 Spot our Africa Wiki Women reps! Can you see them? 😃🤏 #WikiWomenSummit #Wikimania2026 #AWWinWikimania
Image from africawikiwomen (@africawikiwomen)
Image from africawikiwomen (@africawikiwomen)
Image from africawikiwomen (@africawikiwomen)
Image from africawikiwomen (@africawikiwomen)
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"Multilingual Reference Need Assessment System for Wikipedia", using a BERT-based model arxiv.org/pdf/2603.17146 (Model card: meta.wikimedia.org/wiki/Mach… )
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)

ALT 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)

ALT 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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"Labeling the Spectrum of AI Involvement: New Tag Proposals for Wikipedia and Commons" people.clarkson.edu/~jmatthe… (suggests extending the [[Special:Tags]] edit labeling system)
Figure 1: Proposed AI Tags by Category and Level of Involvement (from Ahamed et al. 2026, CC BY 4.0)

ALT Figure 1: Proposed AI Tags by Category and Level of Involvement (from Ahamed et al. 2026, CC BY 4.0)

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WikiRank retweeted
Kai Zhu (@kaizhu717) profile picture
Kai Zhu
@kaizhu717Jul 4
New paper with Dylan Walker, now open access in Management Science: "The AI Democratization Paradox." We ask: when AI lowers barriers to knowledge production, does it democratize participation, or amplify existing inequality? A thread on Wikipedia + AI translation.
Image from Kai Zhu (@kaizhu717)
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Randomized experiment: Using a LLM (ChatGPT 5 Instant) in a Wikipedia editing assignment improved undergraduates' "linguistic polish", but had no significant effect on content quality and verifiability (i.e. citation coverage and reliability of sources) doi.org/10.5281/zenodo.20320…

Large Language Models on Wikipedia Editing: The Stylistic Mask Effect in a Randomized Controlled...

The effects of large language models (LLMs) on content, references, and language quality in Wikipedia assignments remain unclear. This randomized controlled study assessed how model assistance...

zenodo.org
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