1 citations · 2 across the 7 of their papers we have counts for
7 papers
Do Metrics for Counterfactual Explanations Align with User Perception?
Felix Liedeker, Basil Ell, Philipp Cimiano +1
Explainability is widely regarded as essential for trustworthy artificial intelligence systems. However, the metrics commonly used to evaluate counterfactual explanations are algor…
tmQM-RDF Dataset: a Knowledge Graph Representing Transition Metal Complexes
Luca Cibinel, Trond Linjordet, Johan Pensar +3
Transition Metal Complexes (TMCs) have wide-ranging practical utility in chemistry, with possible applications that range from catalysis to medicinal chemistry. The study of TMCs a…
Graph Pattern-based Association Rules Evaluated Under No-repeated-anything Semantics in the Graph Transactional Setting
Basil Ell
We introduce graph pattern-based association rules (GPARs) for directed labeled multigraphs such as RDF graphs. GPARs support both generative tasks, where a graph is extended, and…
Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Simon Bekemeier, Moritz Blum, Luana Caron +15
Refrigeration based on the magnetocaloric effect (MCE) can contribute to energysaving, environmentally friendly cooling in private households, or industrial application. The coolin…
Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets
Moritz Blum, Basil Ell, Hannes Ill +1
Link Prediction(LP) is an essential task over Knowledge Graphs(KGs), traditionally focussed on using and predicting the relations between entities. Textual entity descriptions have…
Pointing out the Shortcomings of Relation Extraction Models with Semantically Motivated Adversarials
Gennaro Nolano, Moritz Blum, Basil Ell +1
In recent years, large language models have achieved state-of-the-art performance across various NLP tasks. However, investigations have shown that these models tend to rely on sho…
Insights from an OTTR-centric Ontology Engineering Methodology
Moritz Blum, Basil Ell, Philipp Cimiano
OTTR is a language for representing ontology modeling patterns, which enables to build ontologies or knowledge bases by instantiating templates. Thereby, particularities of the ont…