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05/11/2023
HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level
Link Prediction on Hyper-relational Knowledge Graphs (HKG) is a worthwhi...
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11/24/2022
NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs
Complex query answering (CQA) is an essential task for multi-hop and log...
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07/18/2022
DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing
In the field of representation learning on knowledge graphs (KGs), a hyp...
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05/28/2022
TFLEX: Temporal Feature-Logic Embedding Framework for Complex Reasoning over Temporal Knowledge Graph
Multi-hop logical reasoning over knowledge graph (KG) plays a fundamenta...
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05/23/2022
FLEX: Feature-Logic Embedding Framework for CompleX Knowledge Graph Reasoning
Current best performing models for knowledge graph reasoning (KGR) are b...
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12/23/2021
KFWC: A Knowledge-Driven Deep Learning Model for Fine-grained Classification of Wet-AMD
Automated diagnosis using deep neural networks can help ophthalmologists...
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07/07/2021
EchoEA: Echo Information between Entities and Relations for Entity Alignment
Entity alignment (EA) is to discover entities referring to the same obje...
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06/30/2019