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WN18RR Benchmark

WN18RR is a link prediction dataset created from WN18, which is a subset of WordNet. WN18 consists of 18 relations and 40,943 entities. However, many text triples are obtained by inverting triples from the training set. Thus the WN18RR dataset is created to ensure that the evaluation dataset does not have inverse relation test leakage. In summary, WN18RR dataset contains 93,003 triples with 40,943 entities and 11 relation types.

Data and Resources

Cite this as

Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko (2024). Dataset: WN18RR Benchmark. https://doi.org/10.57702/8ear82n6

DOI retrieved: April 19, 2024

Additional Info

Field Value
Created April 19, 2024
Last update April 30, 2024
License notspecified: License not specified
Source https://proceedings.neurips.cc/paper_files/paper/2013/file/1cecc7a77928ca8133fa24680a88d2f9-Paper.pdf
Author Antoine Bordes
More Authors
Nicolas Usunier
Alberto Garcia-Duran
Jason Weston
Oksana Yakhnenko
Author Email Antoine Bordes