78 citations · 162 across the 9 of their papers we have counts for
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cs.AI2018★ 5 cited
Global and local evaluation of link prediction tasks with neural embeddings
Asan Agibetov, Matthias Samwald
We focus our attention on the link prediction problem for knowledge graphs, which is treated herein as a binary classification task on neural embeddings of the entities. By compari…
cs.AI2018★ 7 cited
Breaking-down the Ontology Alignment Task with a Lexical Index and Neural Embeddings
Ernesto Jimenez-Ruiz, Asan Agibetov, Matthias Samwald +1
Large ontologies still pose serious challenges to state-of-the-art ontology alignment systems. In the paper we present an approach that combines a lexical index, a neural embedding…
cs.AI2018★ 1 cited
Fast and scalable learning of neuro-symbolic representations of biomedical knowledge
Asan Agibetov, Matthias Samwald
In this work we address the problem of fast and scalable learning of neuro-symbolic representations for general biological knowledge. Based on a recently published comprehensive bi…