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11/07/2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces
Knowledge graph embedding (KGE) is a increasingly popular technique that...
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05/19/2020
Addressing Class-Imbalance Problem in Personalized Ranking
Pairwise ranking models have been widely used to address recommendation ...
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10/31/2019
Semi-supervisedly Co-embedding Attributed Networks
Deep generative models (DGMs) have achieved remarkable advances. Semi-su...
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12/30/2018
Variational Self-attention Model for Sentence Representation
This paper proposes a variational self-attention model (VSAM) that emplo...
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10/12/2018
Neural Variational Hybrid Collaborative Filtering
Collaborative Filtering (CF) is one of the most used methods for Recomme...
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08/31/2018