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Convolutional Complex Knowledge Graph Embeddings

This repository contains the implementation of our approach along with experimental results for the reproducibility.

Installation

First clone the repostiroy:

git clone https://github.com/XXX/XXX.git.

Then obtain the required libraries:

conda env create -f environment.yml
source activate conex

The code is compatible with Python 3.6.4

Reproducing reported results

  • Please unzip KGs.zip and PretrainedModels.zip
  • python reproduce_reported_results_FB15K-237.py
  • python reproduce_reported_results_WN18RR.py
  • python reproduce_reported_results_KINSHIP.py
  • python reproduce_reported_results_UMLS.py