Microsoft Academic Knowledge Graph (MAKG)

Current version:

• Trained ComplEx entity embeddings (120 GB) for all 243 million authors, 239 publications, 49,000 journals, and 16,000 conferences of the MAKG (MAKG version: 2020-06-19, dim: 100, batch size: 1000, neg. sampling: 1000)

Older version:

• Trained RDF2Vec entity embeddings (93GB) for all publications of the MAKG (version: 2018-11-09; model: skip-gram, dim: 128, min count: 5, window: 5, epochs: 5)