This page provides downloads of generated datasets containing typed DBpedia entities. These datasets were generated by our hierarchical Support Vector Machines classifier (hSVM) or by the Statistical Type Inference (STI) algorithm, which exploits co-occurrence with types already available in the knowledge base:
| Dataset | Dutch | English | German |
|---|---|---|---|
| Fusion dataset for DBpedia 3.9 Fusion of Statistical Type Inference (STI) algorithm and hierarchical Support Vector Machines classifier. |
nt 1733k |
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| hSVM dataset for DBpedia 2015 Built with only the hSVM algorithm. |
nt 1,075k |
nt 3,474k |
nt 1,042k |
| Fusion dataset (selective) for DBpedia 2015 Built using the Statistical Type Inference algorithm, the hSVM algorithm was applied where STI was not confident. |
nt 1,075k |
nt 3,474k |
nt 1,042k |
| Inference dataset for DBpedia 2015 This dataset is a merge of LHD Core and LHD Fusion (selective). |
nt 1,078k |
nt 3,478k |
nt 1,043k |