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kge-impact

This repository contains the supporting code and data files for our experiment.

The trained KGE Models using the datasets in this repository can be found at: https://doi.org/10.5281/zenodo.10296229

code

The scripts found in this directory were developed using Python 3.7.9, 3.9.x, and 3.10.x. Researchers may need to adjust the scripts to appropriately point to the correct directories.

test_parse.py is used to generate head, relation, and tail files, which can be used with dglke_predict.

dataset

ablation

The data files found in this sub-directory contains the exclusive extension we implemented into fb15k-237 to generate fb15k-238 and -239.

fb15k-237

The {train, test, valid}.txt files are the original files used in the benchmarking dataset FB15k-237

fb15k-238 and -239

These files can be generated with the script [code/fb15k237-classifying.py]. The existing files are the files used in the experiment.

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