103 citations · 144 across the 4 of their papers we have counts for
4 papers
Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings
Luis Galárraga
Knowledge graphs (KGs) are key tools in many AI-related tasks such as reasoning or question answering. This has, in turn, propelled research in link prediction in KGs, the task of…
s-LIME: Reconciling Locality and Fidelity in Linear Explanations
Romaric Gaudel, Luis Galárraga, Julien Delaunay +2
The benefit of locality is one of the major premises of LIME, one of the most prominent methods to explain black-box machine learning models. This emphasis relies on the postulate…
Predicting Completeness in Knowledge Bases
Luis Galárraga, Simon Razniewski, Antoine Amarilli +1
Knowledge bases such as Wikidata, DBpedia, or YAGO contain millions of entities and facts. In some knowledge bases, the correctness of these facts has been evaluated. However, much…
Partout: A Distributed Engine for Efficient RDF Processing
Luis Galárraga, Katja Hose, Ralf Schenkel
The increasing interest in Semantic Web technologies has led not only to a rapid growth of semantic data on the Web but also to an increasing number of backend applications with al…