What we talk about when we talk about Wikidata quality: a literature survey

A Piscopo, E Simperl - Proceedings of the 15th International Symposium …, 2019 - dl.acm.org
Launched in 2012, Wikidata has already become a success story. It is a collaborative
knowledge graph, whose large community has produced so far data about more than 55 …

Knowledge graphs: An information retrieval perspective

R Reinanda, E Meij, M de Rijke - Foundations and Trends® …, 2020 - nowpublishers.com
In this survey, we provide an overview of the literature on knowledge graphs (KGs) in the
context of information retrieval (IR). Modern IR systems can benefit from information …

Does william shakespeare really write hamlet? knowledge representation learning with confidence

R **e, Z Liu, F Lin, L Lin - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
Abstract Knowledge graphs (KGs), which could provide essential relational information
between entities, have been widely utilized in various knowledge-driven applications. Since …

Vandalism detection in wikidata

S Heindorf, M Potthast, B Stein, G Engels - Proceedings of the 25th ACM …, 2016 - dl.acm.org
Wikidata is the new, large-scale knowledge base of the Wikimedia Foundation. Its
knowledge is increasingly used within Wikipedia itself and various other kinds of information …

SWiPE: A dataset for document-level simplification of Wikipedia pages

P Laban, J Vig, W Kryscinski, S Joty, C **ong… - arxiv preprint arxiv …, 2023 - arxiv.org
Text simplification research has mostly focused on sentence-level simplification, even
though many desirable edits-such as adding relevant background information or reordering …

Research on Wikipedia Vandalism: a brief literature review

J Tramullas, P Garrido-Picazo… - Proceedings of the 4th …, 2016 - dl.acm.org
Research on vandalism in Wikipedia has been of interest for the last decade. This paper
performs a literature review on the subject, with the goal of identifying the main research …

Robust design: Seeking the best of all possible worlds

SM Sanchez - 2000 winter simulation conference proceedings …, 2000 - ieeexplore.ieee.org
We describe a framework for analyzing simulation output in order to find solutions that will
work well after implementation. We show how the use of a loss function that incorporates …

Building automated vandalism detection tools for Wikidata

A Sarabadani, A Halfaker, D Taraborelli - Proceedings of the 26th …, 2017 - dl.acm.org
Wikidata, like Wikipedia, is a knowledge base that anyone can edit. This open collaboration
model is powerful in that it reduces barriers to participation and allows a large number of …

Confidence-aware negative sampling method for noisy knowledge graph embedding

Y Shan, C Bu, X Liu, S Ji, L Li - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Knowledge graph embedding (KGE) can benefit a variety of downstream tasks, such as link
prediction and relation extraction, and has therefore quickly gained much attention …

A confidence-aware and path-enhanced convolutional neural network embedding framework on noisy knowledge graph

X Yang, N Wang - Neurocomputing, 2023 - Elsevier
Abstract In recent years, Knowledge Graphs (KGs) have been widely used in applications
such as search engines and Q&A systems. During construction, errors were inevitably …