WN18 (WordNet18)

Introduced by Bordes et al. in Translating Embeddings for Modeling Multi-relational Data

The WN18 dataset has 18 relations scraped from WordNet for roughly 41,000 synsets, resulting in 141,442 triplets. It was found out that a large number of the test triplets can be found in the training set with another relation or the inverse relation. Therefore, a new version of the dataset WN18RR has been proposed to address this issue.

Source: http://nlpprogress.com/english/relation_prediction.html

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Benchmarks

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Task	Dataset Variant	Best Model
Link Prediction	WN18RR	MoCoSA
Link Prediction	WN18	Inverse Model
Knowledge Graph Completion	WN18RR	HAKE
Link Prediction	WN18 (filtered)	ParTransH
Ancestor-descendant prediction	WN18RR	ConE