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ResearchFormerly WizWand

Lexical Entailment on HYPERLEX noun part

0.683Spearman's RhoSE^128
0.195240.321870.44850.57513May 22, 2017Oct 6, 2018Feb 20, 2020Jul 6, 2021Nov 20, 2022Apr 5, 2024Aug 21, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SE^128Method=Subspace Embeddings, Dimensions=128, Evaluation=Zero-shot2025.080.683
DOE-A^50Dimensions=50, Evaluation=Zero-shot2025.080.59
PoincaréDimensionality=52017.050.512
P^5Embedding Space=Poincaré, Dimensions=5, Evaluation=Zero-shot2025.080.512
EuclideanDimensionality=52017.050.389
R^5Embedding Space=Euclidean, Dimensions=5, Evaluation=Zero-shot2025.080.389
FR2017.050.283
Vis-ID2017.050.253
WN-BasicSource=WordNet2017.050.24
SLQS-Sim2017.050.229
WN-WuPSource=WordNet2017.050.214
WN-LChSource=WordNet2017.050.214