Heterogeneous knowledge graph derived from WordNet lexical database. Contains words and their semantic relationships (hypernyms, synonyms, etc.) with 11 relation types. Created to fix test set leakage in the original WN18 dataset by removing inverse relation redundancy. Standard benchmark for knowledge graph completion.
npx keepset fetch wn18rr
Nodes
40,943
Edges
93,003
Size
1.2 MiB
Fetch and preview this dataset on this page, or download the result as JSON. The command line fetches it without a browser.
Tim Dettmers, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel (2018). Convolutional 2D Knowledge Graph Embeddings. Proceedings of the AAAI Conference on Artificial Intelligence.
Recipe
Source
#0
Archive
tar.gz
Part train
wnrr/train.txt
Part valid
wnrr/valid.txt
Part test
wnrr/test.txt
Parser format
"kg-triples"
Parser encoding
"utf-8"
Parser delimiter
"tab"
Parser order
"head-relation-tail"
Parser header
"none"
Parser quoted
false
Crosswalk
keepset/relations-split to graph/v1, as a crossmap crosswalk.