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06/24/2021
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types
Open Knowledge Graphs (OpenKG) refer to a set of (head noun phrase, rela...
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11/18/2019
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations
Graph Neural Networks (GNN) have been shown to work effectively for mode...
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12/10/2017
Inducing Interpretability in Knowledge Graph Embeddings
We study the problem of inducing interpretability in KG embeddings. Spec...
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11/15/2017
Revisiting Simple Neural Networks for Learning Representations of Knowledge Graphs
We address the problem of learning vector representations for entities a...
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02/28/2013