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gptkbp:instanceOf
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gptkb:knowledge_graph_embedding_model
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|
gptkbp:author
|
Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen
|
|
gptkbp:citation
|
2015
Knowledge Graph Embedding by Translating on Hyperplanes
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|
gptkbp:developedBy
|
gptkb:Zhen_Wang
Jianlin Feng
Jianwen Zhang
Zheng Chen
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gptkbp:embeddingSpace
|
entity space
relation space
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|
gptkbp:field
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gptkb:artificial_intelligence
gptkb:machine_learning
natural language processing
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|
gptkbp:fullName
|
Translation on Relation
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|
gptkbp:handles
|
1-to-N relations
N-to-1 relations
N-to-N relations
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|
gptkbp:improves
|
gptkb:TransE
|
|
gptkbp:lossFunction
|
margin-based ranking loss
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|
gptkbp:mappingMatrix
|
relation-specific matrix
|
|
gptkbp:openSource
|
gptkb:AmpliGraph
gptkb:OpenKE
|
|
gptkbp:proposedBy
|
entity and relation embeddings in separate spaces
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|
gptkbp:publishedIn
|
AAAI 2015
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|
gptkbp:relatedTo
|
gptkb:TransH
gptkb:TransE
|
|
gptkbp:usedFor
|
link prediction
knowledge graph completion
entity classification
|
|
gptkbp:bfsParent
|
gptkb:TransE
|
|
gptkbp:bfsLayer
|
8
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
TransR
|