The embeddings (100 dimensions) are generated using Pytorch-BigGraph (https://github.com/facebookresearch/PyTorch-BigGraph). Each line in the TSV file maps the id (first column) of the entity/relation against its embedding (rest of the columns). The mapping between the id to its entity or relation can be found in "entity2id.txt" and "relation2id.txt" ---------------------------------------------- Knowledge graph embeddings generated on a combination of DBPedia 15-04 subsets. The following subsets were used: article_categories citation_links instance_types instance_types_transitive mappingbased_objects page_links persondata skos_categories ---------------------------------------------- Size Stats: 239123030 triples 22707453 Entities 675 Relations ---------------------------------------------- Configuration used for ComplEx: https://github.com/nikit91/configs/blob/master/kge/pbg/dbp_config_cpu_complex.py Configuration used for Translation-Dot: https://github.com/nikit91/configs/blob/master/kge/pbg/dbp_config_cpu_old.py Information on the configuration attributes: https://torchbiggraph.readthedocs.io/en/latest/configuration_file.html