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Between Neutrality and Emotion: AI-Based Sentiment Analysis of Wikipedia in Five Languages
Overview
October 18, 2026 5 min

Between Neutrality and Emotion: AI-Based Sentiment Analysis of Wikipedia in Five Languages

Can artificial intelligence identify positive or negative sentiment in encyclopedic texts? Do different language models assess the same content in similar ways?These questions are explored in the research paper entitled “Evaluating Multilingual Sentiment Classifiers Using an LLM-Annotated Wikipedia Benchmark”. The paper was authored by Dr. Milena Stróżyna, Dr. Włodzimierz Lewoniewski, Izabela Czumałowska. The research was […]

#ACL #artificial intelligence #BERT #Claude Opus #Gemini #GPT #Izabela Czumałowska #Kaggle #LLM #Milena Stróżyna #NLP #sentiment analysis #United States #Wikipedia #Wikipedia quality
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Most Cited Articles on English Wikipedia (video)
Articles
May 16, 2026 7 min

Most Cited Articles on English Wikipedia (video)

Wikipedia is a massive repository of human knowledge. The largest edition, the English Wikipedia, contains over 65.5 million pages, including 7.17 million articles (excluding redirects). Connecting this vast network are 1.63 billion unique page-to-page links (commonly known as “wikilinks“). Based on an analysis of this dataset, the most cited articles on the English Wikipedia were […]

#dumps #Hugging Face #Kaggle #SQL #video #wikilinks #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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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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