ProjE: Embedding Projection for Knowledge Graph Completion

@inproceedings{Shi2017ProjEEP,
  title={ProjE: Embedding Projection for Knowledge Graph Completion},
  author={Baoxu Shi and Tim Weninger},
  booktitle={AAAI},
  year={2017}
}
With the large volume of new information created every day, determining the validity of information in a knowledge graph and filling in its missing parts are crucial tasks for many researchers and practitioners. To address this challenge, a number of knowledge graph completion methods have been developed using low-dimensional graph embeddings. Although researchers continue to improve these models using an increasingly complex feature space, we show that simple changes in the architecture of the… CONTINUE READING
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