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Relationship Extraction on SemEval Task 8 2010 (test)

90.36F1 Score

Indicator-aware BERT

Updated 4d ago

Evaluation Results

Method	Links
Indicator-aware BERT 2019.12		90.36
Soares et al. (2019) 2019.09		89.5
R-BERT 2019.12		89.25
Soares et al. (2019) 2019.09		89.2
KnowBert-W+W 2019.09		89.1
Wang et al. (2019b) 2019.09		89
Wang et al. (2016) 2019.09		88
Attention CNN 2019.12		85.9
C-AGGCN 2019.06		85.7
Attention Bi-LSTM (Lee et al., 2019) 2019.12		85.2
C-GCN 2019.06		84.8
Attention Bi-LSTM (Lee et al., 2019) 2019.12		84.7
SPTree 2019.06		84.4
Attention CNN 2019.12		84.3
Bi-LSTM 2019.12		84.3
Hier Attention Bi-LSTM 2019.12		84.3
CR-CNN 2019.12		84.1
Attention Bi-LSTM (Zhou et al., 2016) 2019.12		84
SDP-LSTM 2019.06		83.7
CNN 2019.12		82.7
Bi-LSTM 2019.12		82.7
PA-LSTM 2019.06		82.7
SVM 2019.06		82.2
CNN 2019.12		78.9