Concepedia

Learning attention-based representations from multiple patterns for relation prediction in knowledge graphs

Vítor Lourenço, Aline Paes

Knowledge-Based Systems · 2022 · 10 citations · 28 references

Concepts

ComputingComputer ScienceData MiningKnowledge RepresentationMachine LearningGraph-based LearningKnowledge Base DesignKnowledge GraphsKnowledge ModelingRelation ExtractionGraph-based Knowledge RepresentationKnowledge Graph EmbeddingsKnowledge Graph RepresentationKnowledge Graph Representation LearningKnowledge Graph-based PredictionPatternsRelation MatchingRelation Prediction

References

28

WordNet

George A. Miller · Communications of the ACM · 1995 · 14.1K citations · Full text

Language Studies, Computer Science, Linguistics +16

The Graph Neural Network Model

Franco Scarselli, M. Gori, Ah Chung Tsoi et al. · IEEE Transactions on Neural Networks · 2008 · 9.3K citations · Full text

Computing, Computer Science, Molecular Biology +13

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

Kurt Bollacker, Colin Evans, Praveen Paritosh et al. · 2008 · 5K citations

Computing, Computer Science, Information Systems +17

Convolutional 2D Knowledge Graph Embeddings

Tim Dettmers, Pasquale Minervini, Pontus Stenetorp et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 2.4K citations · Full text

Computing, Data Science, Knowledge Networks +14