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What we talk about when we talk about Wikidata quality: a literature survey
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 graph, whose large community has produced so far data about more than 55 …
Knowledge graphs: An information retrieval perspective
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 …
context of information retrieval (IR). Modern IR systems can benefit from information …
Does william shakespeare really write hamlet? knowledge representation learning with confidence
Abstract Knowledge graphs (KGs), which could provide essential relational information
between entities, have been widely utilized in various knowledge-driven applications. Since …
between entities, have been widely utilized in various knowledge-driven applications. Since …
Vandalism detection in wikidata
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 …
knowledge is increasingly used within Wikipedia itself and various other kinds of information …
SWiPE: A dataset for document-level simplification of Wikipedia pages
Text simplification research has mostly focused on sentence-level simplification, even
though many desirable edits-such as adding relevant background information or reordering …
though many desirable edits-such as adding relevant background information or reordering …
Research on Wikipedia Vandalism: a brief literature review
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 …
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 …
work well after implementation. We show how the use of a loss function that incorporates …
Building automated vandalism detection tools for Wikidata
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 …
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
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 …
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 …
such as search engines and Q&A systems. During construction, errors were inevitably …