Word Sense Disambiguation on SemEval-2007 Task 17 (test)

71.4F1 Score

Vial et al.

Updated 3d ago

Evaluation Results

Method	Links
Vial et al. 2019.09		71.4
BERT Simple Linear Projection 2019.10		69.3
BERT Layer Weighting (LW) 2019.10		69
BERT GLU+LW 2019.10		68.5
BERT Gated Linear Unit (GLU) 2019.10		68.1
BERT Simple Linear Projection 2019.10		67
Vial et al. 2019.09		66.81
BERT Layer Weighting (LW) 2019.10		66.7
BERT GLU+LW 2019.10		65.7
BERT Gated Linear Unit (GLU) 2019.10		64.9
BERT 1nn 2019.10		64
Yuan et al. 2019.09		63.7
BiLSTMatt+LEX 2019.10		63.7
BERT 1nn 2019.10		63.3
SupWSD+emb 2019.10		63.1
ELMO 2019.10		62.2
IMS 2019.10		61.3
context2vec 2019.10		61.3
BERT kNN 2019.09		60.94
IMS+emb 2019.10		60.9
BERT kNN 2019.09		60.71
BERT kNN 2019.09		60.71
BERT kNN 2019.09		60.71
BERT kNN 2019.09		60.49
BERT kNN 2019.09		60.49
BERT kNN 2019.09		60.49
BERT kNN 2019.09		60.49
BERT kNN 2019.09		60.27
BERT kNN 2019.09		60.27
SupWSD 2019.10		60.2
BERT kNN 2019.09		59.82
BERT kNN 2019.09		59.82
BERT kNN 2019.09		59.82
BERT kNN 2019.09		59.38
MFS baseline 2019.10		54.5
MFS 2019.09		48.44