Dataset Open Access
Universal Knowledge Graph Embeddings
Kouagou, N'Dah Jean; Demir, Caglar; Zahera, M. Hamada; Wilke, Adrian; Heindorf, Stefan; Li, Jiayi; Ngomo, Axel-Cyrille Ngonga
The dataset provides embeddings for entities and relations in DBpedia (English) and Wikidata. The two knowledge graphs are first merged using a novel approach that we developed by leveraging the sameAs links between them. Then, we used the state-of-the-art embedding model ConEx to compute embeddings of the merge. Our embeddings are called universal knowledge graph embeddings.
Files
(41.7 GB)
| Name | Size | |
|---|---|---|
|
Entity_embeddings.parquet
md5:2a30adcbfc0ec2249d9c9f63a8de2050 |
22.8 GB | Download |
|
Evaluation_datasets.zip
md5:b12b201a2f13a6ad5586413bd3c601d4 |
12.1 MB | Download |
|
Evaluation_embeddings.zip
md5:12e673e7676bcd8a8cb07103c46ee5e6 |
389.9 MB | Download |
|
MergedKGs.parquet
md5:58872bb7d6cc015ee7b927b838b82b9e |
18.5 GB | Download |
|
README.txt
md5:47d8d56048a25ff24b08bf2f34c3b051 |
606 Bytes | Download |
|
Relation_embeddings.parquet
md5:4dcb97879bda843d721a3bb627f1360a |
2.8 MB | Download |
|
track_training.txt
md5:a5a75d2530ff256e10a8802ba41a1f8b |
1.5 MB | Download |
85
6
views
downloads
| All versions | This version | |
|---|---|---|
| Views | 85 | 55 |
| Downloads | 6 | 3 |
| Data volume | 38.3 GB | 37.5 GB |
| Unique views | 65 | 42 |
| Unique downloads | 5 | 3 |
Indexed in
- Publication date:
- December 30, 2022
- DOI:
-
- Keyword(s):
- Knowledge Graph Embedding DBpedia Wikidata
- License (for files):
- Creative Commons Attribution 4.0 International