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Neutrality in Wikipedia by the Numbers: What an Analysis of Millions of Articles Reveals
News
May 2, 2026 3 min

Neutrality in Wikipedia by the Numbers: What an Analysis of Millions of Articles Reveals

Wikipedia has long been based on one of its most important principles – the neutral point of view (NPOV). In theory, this means that every article should present facts without bias. In practice, however, achieving full neutrality is a major challenge, especially across millions of articles written by people from all over the world.

#Aleksandra Wojewoda #DistilBERT #Hugging Face #Izabela Czumałowska #Krzysztof Węcel #Milena Stróżyna #OpenFact #RoBERTa #sentiment analysis #TextBlob #VADER #Wikipedia
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Grokipedia vs Wikipedia: Quantitative Analysis (video)
Articles
November 11, 2025 15 min

Grokipedia vs Wikipedia: Quantitative Analysis (video)

Recently, Grokipedia v0.1 was released — an AI-based knowledge system inspired by Wikipedia. But how complete is it? And what does its topic coverage look like compared to Wikipedia? Moreover, how does it differ across the many language editions of the world’s largest encyclopedia?

#Grokipedia #Hugging Face #Kaggle #video #Wikidata #Wikipedia #WikiRank
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IJCAI 2025: Automatic Analysis of Neutrality of Wikipedia Content
News
September 25, 2025 2 min

IJCAI 2025: Automatic Analysis of Neutrality of Wikipedia Content

Neutral Point of View (NPOV) is one of the core principles of Wikipedia. According to this guideline, content should be presented objectively, taking into account all significant perspectives without favoring any particular one.

#Aleksandra Wojewoda #conference #Hugging Face #Izabela Czumałowska #Krzysztof Węcel #Milena Stróżyna #sentiment analysis #Wikipedia #Wikipedia quality
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Wiki Workshop 2025: Citation Index and Synthetic Quality Measure for Wikipedia (video)
News
June 28, 2025 3 min

Wiki Workshop 2025: Citation Index and Synthetic Quality Measure for Wikipedia (video)

At the Wiki Workshop 2025, the results of a scientific study were presented in which a comprehensive analysis of Wikipedia articles was conducted across 55 language editions and 18 thematic categories. The study introduced an original approach combining a citation index with a synthetic quality measure for articles.

#citation index #Hugging Face #Kaggle #Krzysztof Węcel #video #Wiki Workshop #Wikidata #Wikipedia #Wikipedia quality #Witold Abramowicz
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Dataset with Quality Assessment of 47 Million Wikipedia Articles
News
March 5, 2025 3 min

Dataset with Quality Assessment of 47 Million Wikipedia Articles

On the Hugging Face platform, an extensive dataset has been published containing the results of automated quality assessments for 47 million Wikipedia articles in 55 language versions. These evaluations were carried out using the algorithms employed by WikiRank.net, a tool that compares the quality of Wikipedia articles across different languages.

#dataset #Hugging Face #Wikipedia #Wikipedia quality #WikiRank
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