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Subsampling for Knowledge Graph Embedding Explained

Artificial Intelligence 2022-09-27 v1 Computation and Language Machine Learning
Authors: Hidetaka Kamigaito , Katsuhiko Hayashi
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Abstract

In this article, we explain the recent advance of subsampling methods in knowledge graph embedding (KGE) starting from the original one used in word2vec.

Keywords

knowledge graph

Cite

@article{arxiv.2209.12801,
  title  = {Subsampling for Knowledge Graph Embedding Explained},
  author = {Hidetaka Kamigaito and Katsuhiko Hayashi},
  journal= {arXiv preprint arXiv:2209.12801},
  year   = {2022}
}

Comments

Notes for subsampling methods in Knowledge Graph Embedding

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