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This study explores language's fragmenting effect on user-generated content by examining the diversity of knowledge representations across 25 different Wikipedia language editions. This diversity is measured at two levels: the concepts that…

Computation and Language · Computer Science 2019-04-04 B. Hecht , D. Gergle

A growing body of work has highlighted the important role that Wikipedia's volunteer-created content plays in helping search engines achieve their core goal of addressing the information needs of millions of people. In this paper, we report…

Computers and Society · Computer Science 2020-04-23 Nicholas Vincent , Brent Hecht

We present a dataset that contains every instance of all tokens (~ words) ever written in undeleted, non-redirect English Wikipedia articles until October 2016, in total 13,545,349,787 instances. Each token is annotated with (i) the article…

Computation and Language · Computer Science 2017-03-27 Fabian Flöck , Kenan Erdogan , Maribel Acosta

By linking to external websites, Wikipedia can act as a gateway to the Web. To date, however, little is known about the amount of traffic generated by Wikipedia's external links. We fill this gap in a detailed analysis of usage logs…

Computers and Society · Computer Science 2021-02-16 Tiziano Piccardi , Miriam Redi , Giovanni Colavizza , Robert West

Activity of modern scholarship creates online footprints galore. Along with traditional metrics of research quality, such as citation counts, online images of researchers and institutions increasingly matter in evaluating academic impact,…

Physics and Society · Physics 2023-01-05 Anna Samoilenko , Taha Yasseri

With the increased accessibility of web and online encyclopedias, the amount of data to manage is constantly increasing. In Wikipedia, for example, there are millions of pages written in multiple languages. These pages contain images that…

Computer Vision and Pattern Recognition · Computer Science 2022-06-22 Nicola Messina , Davide Alessandro Coccomini , Andrea Esuli , Fabrizio Falchi

Conducting experiments with diverse participants in their native languages can uncover insights into culture, cognition, and language that may not be revealed otherwise. However, conducting these experiments online makes it difficult to…

Computation and Language · Computer Science 2023-02-06 Pol van Rijn , Yue Sun , Harin Lee , Raja Marjieh , Ilia Sucholutsky , Francesca Lanzarini , Elisabeth André , Nori Jacoby

Large language models (LLMs) are trained on broad corpora and then used in communities with specialized norms. Is providing LLMs with community rules enough for models to follow these norms? We evaluate LLMs' capacity to detect (Task 1) and…

Computation and Language · Computer Science 2026-05-11 Joshua Ashkinaze , Ruijia Guan , Laura Kurek , Eytan Adar , Ceren Budak , Eric Gilbert

We have developed an application called Wikipedia Live Monitor that monitors article edits on different language versions of Wikipedia, as they happen in realtime. Wikipedia articles in different languages are highly interlinked. For…

Social and Information Networks · Computer Science 2014-02-04 Thomas Steiner , Seth van Hooland , Ed Summers

Wikipedia is an online encyclopedia that anyone can edit. In this open model, some people edits with the intent of harming the integrity of Wikipedia. This is known as vandalism. We extend the framework presented in (Potthast, Stein, and…

Information Retrieval · Computer Science 2012-10-23 Santiago M. Mola-Velasco

Search engines are some of the most popular and profitable intelligent technologies in existence. Recent research, however, has suggested that search engines may be surprisingly dependent on user-created content like Wikipedia articles to…

Computers and Society · Computer Science 2019-06-21 Nicholas Vincent , Isaac Johnson , Patrick Sheehan , Brent Hecht

Wikipedia is a major source of information providing a large variety of content online, trusted by readers from around the world. Readers go to Wikipedia to get reliable information about different subjects, one of the most popular being…

Social and Information Networks · Computer Science 2020-06-25 Pushkal Agarwal , Miriam Redi , Nishanth Sastry , Edward Wood , Andrew Blick

We release a corpus of 43 million atomic edits across 8 languages. These edits are mined from Wikipedia edit history and consist of instances in which a human editor has inserted a single contiguous phrase into, or deleted a single…

Computation and Language · Computer Science 2018-08-29 Manaal Faruqui , Ellie Pavlick , Ian Tenney , Dipanjan Das

The World Wide Web is a complex interconnected digital ecosystem, where information and attention flow between platforms and communities throughout the globe. These interactions co-construct how we understand the world, reflecting and…

Computers and Society · Computer Science 2025-04-17 Patrick Gildersleve , Anna Beers , Viviane Ito , Agustin Orozco , Francesca Tripodi

In this paper, we study the network of global interconnections between language communities, based on shared co-editing interests of Wikipedia editors, and show that although English is discussed as a potential lingua franca of the digital…

Physics and Society · Physics 2016-03-15 Anna Samoilenko , Fariba karimi , Daniel Edler , Jérôme Kunegis , Markus Strohmaier

This paper addresses the challenge of automatically extracting attributes from news article web pages across multiple languages. Recent neural network models have shown high efficacy in extracting information from semi-structured web pages.…

Computation and Language · Computer Science 2025-02-05 Pavel Bedrin , Maksim Varlamov , Alexander Yatskov

Wikipedia, a vast and continuously consulted knowledge base, faces significant challenges in maintaining up-to-date content due to its reliance on manual human editors. Inspired by the vision of continuous knowledge acquisition in NELL and…

Computation and Language · Computer Science 2025-08-07 Revanth Gangi Reddy , Tanay Dixit , Jiaxin Qin , Cheng Qian , Daniel Lee , Jiawei Han , Kevin Small , Xing Fan , Ruhi Sarikaya , Heng Ji

We present a comprehensive evaluation of large language models for multilingual readability assessment. Existing evaluation resources lack domain and language diversity, limiting the ability for cross-domain and cross-lingual analyses. This…

Computation and Language · Computer Science 2024-10-17 Tarek Naous , Michael J. Ryan , Anton Lavrouk , Mohit Chandra , Wei Xu

Wikipedia is one of the most successful collaborative projects in history. It is the largest encyclopedia ever created, with millions of users worldwide relying on it as the first source of information as well as for fact-checking and…

Computers and Society · Computer Science 2024-07-02 Ivan Smirnov , Camelia Oprea , Markus Strohmaier

Understanding how various external campaigns or events affect readership on Wikipedia is important to efforts aimed at improving awareness and access to its content. In this paper, we consider how to build time-series models aimed at…

Computers and Society · Computer Science 2019-03-27 Xiaoxi Chelsy Xie , Isaac Johnson , Anne Gomez
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