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Is cross-linguistic advert flaw detection in Wikipedia feasible? A multilingual-BERT-based transfer learning approach
M Li, H Zhou, J Hou, P Wang, E Gao - Knowledge-Based Systems, 2022 - Elsevier
Wikipedia is one of the most prominent online platforms from which people acquire
knowledge; thus, its article quality should be of great concern. Currently, many scholars …
knowledge; thus, its article quality should be of great concern. Currently, many scholars …
Risk bounds for positive-unlabeled learning under the selected at random assumption
O Coudray, C Keribin, P Massart, P Pamphile - Journal of Machine …, 2023 - jmlr.org
Positive-Unlabeled learning (PU learning) is a special case of semi-supervised binary
classification where only a fraction of positive examples is labeled. The challenge is then to …
classification where only a fraction of positive examples is labeled. The challenge is then to …
A hybrid approach to classifying Wikipedia article quality flaws with feature fusion framework
P Wang, M Li, X Li, H Zhou, J Hou - Expert Systems with Applications, 2021 - Elsevier
Article quality has always been a major concern for Wikipedia. To improve article quality, it is
critical to first identify defects. Thus, flaw classification has attracted considerable attention …
critical to first identify defects. Thus, flaw classification has attracted considerable attention …
Quality flaw prediction in Spanish Wikipedia: A case of study with verifiability flaws
E Ferretti, L Cagnina, V Paiz, S Delle Donne… - Information Processing …, 2018 - Elsevier
In this work, we present the first quality flaw prediction study for articles containing the two
most frequent verifiability flaws in Spanish Wikipedia: articles which do not cite any …
most frequent verifiability flaws in Spanish Wikipedia: articles which do not cite any …
WikiLyzer: interactive information quality assessment in Wikipedia
Digital libraries and services enable users to access large amounts of data on demand. Yet,
quality assessment of information encountered on the Internet remains an elusive open …
quality assessment of information encountered on the Internet remains an elusive open …
Multi-class e-mail classification with a semi-supervised approach based on automatic feature selection and information retrieval
Nowadays, millions of data are generated every day, and their use and interpretation have
become fundamental in all fields. This is particularly true in the area of e-mails classification …
become fundamental in all fields. This is particularly true in the area of e-mails classification …
[PDF][PDF] Towards information quality assurance in Spanish Wikipedia
Featured Articles (FA) are considered to be the best articles that Wikipedia has to offer and
in the last years, researchers have found interesting to analyze whether and how they can …
in the last years, researchers have found interesting to analyze whether and how they can …
On the feasibility of external factual support as wikipedia's quality metric
CG Velázquez, L Cagnina, ML Errecalde - 2017 - rua.ua.es
Develo** metrics to estimate the information quality of Wikipedia articles is an interesting
and important research area. In this article, we propose and analyse the feasibility, of a new …
and important research area. In this article, we propose and analyse the feasibility, of a new …
Predicting information quality flaws in Wikipedia by using classical and deep learning approaches
G Bazán Pereyra, C Cuello, G Capodici, V Jofré… - Argentine Congress of …, 2019 - Springer
Quality flaws prediction in Wikipedia is an ongoing research trend. In particular, in this work
we tackle the problem of automatically predicting five out of the ten most frequent quality …
we tackle the problem of automatically predicting five out of the ten most frequent quality …
Automatically assessing the need of additional citations for information quality verification in Wikipedia articles
G Bazán Pereyra, C Cuello, G Capodici… - … de Ciencias de la …, 2019 - sedici.unlp.edu.ar
Quality flaws prediction in Wikipedia is an ongoing research trend. In particular, in this work
we tackle the problem of automatically assessing the need of including additional citations …
we tackle the problem of automatically assessing the need of including additional citations …