The embeddings (100 dimensions) are generated using Pytorch-BigGraph (https://github.com/facebookresearch/PyTorch-BigGraph). Each tar.gz file consists of entity and relation embeddings in TSV format. Each line in the TSV file maps the uri (first column) of the entity/relation against its embedding (rest of the columns). Knowledge graph source: Wikidata truthy dump (14.05.2021) (https://dumps.wikimedia.org/wikidatawiki/entities/20210514/) ---------------------------------------------- KG Stats ---------------------------------------------- 963701779 triples 266567228 Entities 1761 Relations ---------------------------------------------- Configuration used for ComplEx: https://github.com/nikit91/configs/blob/master/kge/pbg/wd21-05-15_config_cpu_complex.py Configuration used for Translation-cos: https://github.com/nikit91/configs/blob/master/kge/pbg/wd21-05-15_config_cpu_transe_cos.py Information on the configuration attributes: https://torchbiggraph.readthedocs.io/en/latest/configuration_file.html