56 citations · 93 across the 8 of their papers we have counts for
10 papers
Explainable Benchmarking through the Lense of Concept Learning
Quannian Zhang, Michael Röder, Nikit Srivastava +2
Evaluating competing systems in a comparable way, i.e., benchmarking them, is an undeniable pillar of the scientific method. However, system performance is often summarized via a s…
HybridFC: A Hybrid Fact-Checking Approach for Knowledge Graphs
Umair Qudus, Michael Roeder, Muhammad Saleem +1
We consider fact-checking approaches that aim to predict the veracity of assertions in knowledge graphs. Five main categories of fact-checking approaches for knowledge graphs have…
Benchmarking Knowledge Graphs on the Web
Michael Röder, Mohamed Ahmed Sherif, Muhammad Saleem +2
The growing interest in making use of Knowledge Graphs for developing explainable artificial intelligence, there is an increasing need for a comparable and repeatable comparison of…
ORCA: a Benchmark for Data Web Crawlers
Michael Röder, Geraldo de Souza, Denis Kuchelev +2
The number of RDF knowledge graphs available on the Web grows constantly. Gathering these graphs at large scale for downstream applications hence requires the use of crawlers. Alth…
topFiberM: Scalable and Efficient Boolean Matrix Factorization
Abdelmoneim Amer Desouki, Michael Röder, Axel-Cyrille Ngonga Ngomo
Matrix Factorization has many applications such as clustering. When the matrix is Boolean it is favorable to have Boolean factors too. This will save the efforts of quantizing the…
Entity Linking in 40 Languages using MAG
Diego Moussallem, Ricardo Usbeck, Michael Röder +1
A plethora of Entity Linking (EL) approaches has recently been developed. While many claim to be multilingual, the MAG (Multilingual AGDISTIS) approach has been shown recently to o…