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Graph Embedding

  • ProjE: Embedding Projection for Knowledge Graph Completion
  • Full citation

Original Code

https://github.com/bxshi/ProjE

Description

  • A paragraph describing the overall task, the method and model
  • A figure describing the model if possible

Input and Output

  • Input and output for Training
    • Input: Knowledge Graph
    • Output: Saved Tensorflow model

Evalution

  • Datasets
    • FreeBase 15k (FB15k)
    • YAGO
  • Evaluation metrics and results
    • Mean Rank (MR)
    • HITS@10

Demo

  • Link to the Jupyter Notebook
  • Link to the video on Youtube

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FB and WN data

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