# Preprocessing

1) DBpedia Version: 03-2021 is obtained.
2) Ttriples with literals are removed
3) Triples that do not have the namespace dbo or dbr, are removed
4) Remaning Triples are materialized.

------------------- Description of Dataset DBpedia -------------------
Number of entities: 114,747,963
Number of relations: 13,906
Number of triples on train set: 375,900,264


# Knowledge Graph Embeddings
We applied QMult knowledge graph embedding model (https://proceedings.mlr.press/v157/demir21a.html)

Please refer to HowToExtractEntityEmbeddings and HowToExtractRelationEmbeddings files for extracting embeddings with indexes.

# Contact

For any questions or suggestions, please contact: caglar.demir@upb.de or caglardemir8@gmail.com.de