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As one of the Web's primary multilingual knowledge sources, Wikipedia is read by millions of people across the globe every day. Despite this global readership, little is known about why users read Wikipedia's various language editions. To…

Computers and Society · Computer Science 2018-12-04 Florian Lemmerich , Diego Sáez-Trumper , Robert West , Leila Zia

Considerable advancements have been made to tackle the misrepresentation of information derived from reference articles in the domains of fact-checking and faithful summarization. However, an unaddressed aspect remains - the identification…

Computation and Language · Computer Science 2024-12-03 Kung-Hsiang Huang , Hou Pong Chan , Kathleen McKeown , Heng Ji

We study text reuse related to Wikipedia at scale by compiling the first corpus of text reuse cases within Wikipedia as well as without (i.e., reuse of Wikipedia text in a sample of the Common Crawl). To discover reuse beyond verbatim copy…

Information Retrieval · Computer Science 2018-12-24 Milad Alshomary , Michael Völske , Tristan Licht , Henning Wachsmuth , Benno Stein , Matthias Hagen , Martin Potthast

The different Wikipedia language editions vary dramatically in how comprehensive they are. As a result, most language editions contain only a small fraction of the sum of information that exists across all Wikipedias. In this paper, we…

Social and Information Networks · Computer Science 2016-04-13 Ellery Wulczyn , Robert West , Leila Zia , Jure Leskovec

Wikipedia is written in the wikitext markup language. When serving content, the MediaWiki software that powers Wikipedia parses wikitext to HTML, thereby inserting additional content by expanding macros (templates and mod-ules). Hence,…

Computers and Society · Computer Science 2020-04-22 Blagoj Mitrevski , Tiziano Piccardi , Robert West

Among the manifold takes on world literature, it is our goal to contribute to the discussion from a digital point of view by analyzing the representation of world literature in Wikipedia with its millions of articles in hundreds of…

Information Retrieval · Computer Science 2017-01-05 Christoph Hube , Frank Fischer , Robert Jäschke , Gerhard Lauer , Mads Rosendahl Thomsen

A simple dynamical model of collective edit activity of Wikipedia articles and their content evolution is introduced. Based on the recent empirical findings, each editor in the model is characterized by an ability to make content edit,…

Physics and Society · Physics 2023-04-25 Takashi Shimada , Fumiko Ogushi , Janos Torok , Janos Kertesz , Kimmo Kaski

Gathering information about where to migrate is an important part of the migration process, especially during forced migration, when people must make rapid decisions under uncertainty. This study examines how forced migration relates to…

Computers and Society · Computer Science 2025-12-02 Carolina Coimbra Vieira , Ebru Sanliturk , Emilio Zagheni

The World Wide Web (WWW) has fundamentally changed the ways billions of people are able to access information. Thus, understanding how people seek information online is an important issue of study. Wikipedia is a hugely important part of…

Physics and Society · Physics 2023-01-05 Patrick Gildersleve , Taha Yasseri

Wikipedia is the largest open knowledge corpus, widely used worldwide and serving as a key resource for training large language models (LLMs) and retrieval-augmented generation (RAG) systems. Ensuring its accuracy is therefore critical. But…

Computation and Language · Computer Science 2025-09-30 Sina J. Semnani , Jirayu Burapacheep , Arpandeep Khatua , Thanawan Atchariyachanvanit , Zheng Wang , Monica S. Lam

Multilingualism is common offline, but we have a more limited understanding of the ways multilingualism is displayed online and the roles that multilinguals play in the spread of content between speakers of different languages. We take a…

Social and Information Networks · Computer Science 2016-06-14 Suin Kim , Sungjoon Park , Scott A. Hale , Sooyoung Kim , Jeongmin Byun , Alice Oh

Wikidata is the largest general-interest knowledge base that is openly available. It is collaboratively edited by thousands of volunteer editors and has thus evolved considerably since its inception in 2012. In this paper, we present…

Artificial Intelligence · Computer Science 2021-12-10 Lukas Schmelzeisen , Corina Dima , Steffen Staab

With the fantastic growth of Internet usage, information search in documents of a special type called a "wiki page" that is written using a simple markup language, has become an important problem. This paper describes the software…

Information Retrieval · Computer Science 2008-09-23 A. A. Krizhanovsky

Wikipedia is a huge global repository of human knowledge, that can be leveraged to investigate interwinements between cultures. With this aim, we apply methods of Markov chains and Google matrix, for the analysis of the hyperlink networks…

Social and Information Networks · Computer Science 2015-03-06 Young-Ho Eom , Pablo Aragón , David Laniado , Andreas Kaltenbrunner , Sebastiano Vigna , Dima L. Shepelyansky

There is much debate on how public participation and expertise can be brought together in collaborative knowledge environments. One of the experiments addressing the issue directly is Citizendium. In seeking to harvest the strengths (and…

Digital Libraries · Computer Science 2010-08-25 Tom Morris , Daniel Mietchen

Wikipedia articles about the same topic in different language editions are built around different sources of information. For example, one can find very different news articles linked as references in the English Wikipedia article titled…

Human-Computer Interaction · Computer Science 2016-12-19 Martin Körner , Tatiana Sennikova , Florian Windhäuser , Claudia Wagner , Fabian Flöck

Wikipedia entity pages are a valuable source of information for direct consumption and for knowledge-base construction, update and maintenance. Facts in these entity pages are typically supported by references. Recent studies show that as…

Information Retrieval · Computer Science 2017-03-31 Besnik Fetahu , Katja Markert , Avishek Anand

Wikidata is currently the largest open knowledge graph on the web, encompassing over 120 million entities. It integrates data from various domain-specific databases and imports a substantial amount of content from Wikipedia, while also…

Computation and Language · Computer Science 2026-01-06 Shixiong Zhao , Hideaki Takeda

Despite significant advances in large language models (LLMs), their knowledge memorization capabilities remain underexplored, due to the lack of standardized and high-quality test ground. In this paper, we introduce a novel, real-world and…

Computation and Language · Computer Science 2025-05-20 Yuwei Zhang , Wenhao Yu , Shangbin Feng , Yifan Zhu , Letian Peng , Jayanth Srinivasa , Gaowen Liu , Jingbo Shang

NLP research on public opinion manipulation campaigns has primarily focused on detecting overt strategies such as fake news and disinformation. However, information manipulation in the ongoing Russia-Ukraine war exemplifies how governments…

Computation and Language · Computer Science 2022-10-26 Chan Young Park , Julia Mendelsohn , Anjalie Field , Yulia Tsvetkov
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