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ResearchFormerly WizWand

Word Similarity on English SimLex-999 (Disjoint setting, test)

0.652Spearman's RhoAUXGAN
0.372240.444870.51750.59013Sep 11, 2018
Updated 8mo ago

Evaluation results

MethodLinks
AUXGANVector space=GLOVE-CC2018.090.652
POST-DFFNVector space=GLOVE-CC2018.090.645
AUXGANVector space=SGNS-W22018.090.581
POST-DFFNVector space=SGNS-W22018.090.553
AUXGANVector space=FASTTEXT2018.090.513
POST-DFFNVector space=FASTTEXT2018.090.503
Distributional (X)Vector space=SGNS-W22018.090.414
ATTRACT-REPELVector space=SGNS-W22018.090.414
Distributional (X)Vector space=GLOVE-CC2018.090.407
ATTRACT-REPELVector space=GLOVE-CC2018.090.407
Distributional (X)Vector space=FASTTEXT2018.090.383
ATTRACT-REPELVector space=FASTTEXT2018.090.383