43 citations · 80 across the 10 of their papers we have counts for
3 papers · 1 filter
On the Correspondence Between Monotonic Max-Sum GNNs and Datalog
David Tena Cucala, Bernardo Cuenca Grau, Boris Motik +1
Although there has been significant interest in applying machine learning techniques to structured data, the expressivity (i.e., a description of what can be learned) of such techn…
The Stable Model Semantics of Datalog with Metric Temporal Operators
Przemysław A. Wałęga, David J. Tena Cucala, Bernardo Cuenca Grau +1
We introduce negation under the stable model semantics in DatalogMTL - a temporal extension of Datalog with metric temporal operators. As a result, we obtain a rule language which…
Revisiting Inferential Benchmarks for Knowledge Graph Completion
Shuwen Liu, Bernardo Cuenca Grau, Ian Horrocks +1
Knowledge Graph (KG) completion is the problem of extending an incomplete KG with missing facts. A key feature of Machine Learning approaches for KG completion is their ability to…