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QAGCN: A Graph Convolutional Network-based Multi-Relation Question Answering System



Ruijie Wang , Luca Rossetto , Michael Cochez , Abraham Bernstein


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A Machine With Human-Like Memory Systems



Taewoon Kim , Michael Cochez , Vincent Francois-Lavet , Mark Neerincx , Piek Vossen

* Submitted to Human-Centered Design of Symbiotic Hybrid Intelligence 2022 (https://ii.tudelft.nl/humancenteredsymbioticHI/

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Scaling R-GCN Training with Graph Summarization



Alessandro Generale , Till Blume , Michael Cochez

* Companion Proceedings of the Web Conference 2022, April 25-29, 2022 

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Updating Embeddings for Dynamic Knowledge Graphs



Christopher Wewer , Florian Lemmerich , Michael Cochez


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Query Embedding on Hyper-relational Knowledge Graphs



Dimitrios Alivanistos , Max Berrendorf , Michael Cochez , Mikhail Galkin


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Secure Evaluation of Knowledge Graph Merging Gain



Leandro Eichenberger , Michael Cochez , Benjamin Heitmann , Stefan Decker


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Approximate Knowledge Graph Query Answering: From Ranking to Binary Classification



Ruud van Bakel , Teodor Aleksiev , Daniel Daza , Dimitrios Alivanistos , Michael Cochez

* To be published in Lecture Notes in Artificial Intelligence (Springer) 

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Complex Query Answering with Neural Link Predictors



Erik Arakelyan , Daniel Daza , Pasquale Minervini , Michael Cochez


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Inductive Entity Representations from Text via Link Prediction



Daniel Daza , Michael Cochez , Paul Groth


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