graphs-1
Ancestor-descendant prediction
3260 papers • 126 benchmarks • 313 datasets
Given two entities, make a binary prediction if they have ancestor-descendant relationship, based on existing and missing hierarchical edges in the graph.
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Most implemented papers
Modeling Heterogeneous Hierarchies with Relation-specific Hyperbolic Cones
Hongyu Ren, J. Leskovec, Rex Ying, Yushi Bai•Wed Oct 27 2021
ConE (Cone Embedding) is presented, a KG embedding model that is able to simultaneously model multiple hierarchical as well as non-hierarchical relations in a knowledge graph and outperforms previous best results on hierarchical reasoning task.
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